Introduction to Team Stacking
Team Stacking
Introduction
Hey everyone, long time no see! Today we are going to be reviewing the basics of Team Stacking, with an emphasis on the basics. We will be getting into some more advanced stacking strategies in future videos.
First up, we will need to go ahead and import our modules, and define our player list and load our players into the optimizer. You will notice we have our standard import function on the top row, and then a new import statement to bring in our TeamStack function. You can put this all into a single import statement, I just wanted to separate the to call out the new item specifically.
from pydfs_lineup_optimizer import get_optimizer, Site, Sport
from pydfs_lineup_optimizer import TeamStackplayerList = r"C:\Users\nfwya\OneDrive\FanDuel-NBA-2022 ET-01 ET-15 ET-70261-players-list.csv"optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)Since we are going to be utilizing team stacking today, I went ahead and compiled a list of all the teams present in this player list so you can mix and match the teams used in this example.
""" TEAMS : LAL, DEN, BKN, PHI, SA, DAL,
BOS, ATL, WAS, NO, LAC, MIA,
CHI, POR, OKC, NY, CLE, ORL
"""Regular lineups with no modifiers
As a control group we are going to run the first 10 lineups from the optimizer with no modifiers present. This will serve as our control group to compare our future stacking results with.
lineups = optimizer.optimize(n=10)
for lineup in lineups:
print(lineup)1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 312.99
Salary 59800.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 312.49
Salary 59900.00
1. PG Dejounte Murray PG/SG SA LAC@SA 47.446 10500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.72
Salary 60000.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Franz Wagner SF/SG ORL ORL@DAL 28.607 6200.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.30
Salary 60000.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Josh Giddey SG OKC CLE@OKC 31.642 6700.0$
5. SF Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.15
Salary 60000.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Trae Young PG ATL NY@ATL 45.457 9700.0$
3. SG Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.08
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.08
Salary 60000.00
1. PG Trae Young PG ATL NY@ATL 45.457 9700.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Josh Giddey SG OKC CLE@OKC 31.642 6700.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.07
Salary 59900.00
1. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.06
Salary 60000.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Trae Young PG ATL NY@ATL 45.457 9700.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Jonas Valanciunas C NO NO@BKN 38.526 7600.0$
Fantasy Points 311.06
Salary 60000.00Team Stacking
Our first example of team stacking is going to be forcing a 3 from one team stack, with no restrictions on what that team is. So we need to go ahead and reinitialize our optimizer to clear out any existing settings.
optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)Next up, we are going to utilize the TeamStack function that we imported, and add the stack to the optimizer.
optimizer.add_stack(TeamStack(3))Now, we can rerun our optimizer and compare the results from our control group.
lineups = optimizer.optimize(n=10)
for lineup in lineups:
print(lineup)1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 309.63
Salary 59900.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 309.31
Salary 59400.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
3. SG Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
4. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 309.15
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tobias Harris PF/SF PHI PHI@MIA 34.987 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Joel Embiid C PHI PHI@MIA 50.83 10600.0$
Fantasy Points 308.69
Salary 60000.00
1. PG Devonte' Graham PG/SG NO NO@BKN 25.851 5500.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Jonas Valanciunas C NO NO@BKN 38.526 7600.0$
Fantasy Points 308.65
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tim Hardaway SF/SG DAL ORL@DAL 25.669 5400.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.64
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Tim Hardaway SF/SG DAL ORL@DAL 25.669 5400.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.27
Salary 59700.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.26
Salary 59900.00
1. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tobias Harris PF/SF PHI PHI@MIA 34.987 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Joel Embiid C PHI PHI@MIA 50.83 10600.0$
Fantasy Points 308.16
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
5. SF Franz Wagner SF/SG ORL ORL@DAL 28.607 6200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.03
Salary 60000.00As we can see here, every lineup has at least one team with three players included.
Team Stack Exposure
Next up we will be showing how we can set exposures for the team stacking across the slate. This is as simple as including the max_exposure parameter in the TeamStack function.
It is important to note that this will set an exposure on the team that gets stacked, not the individual stacks themselves. So an exposure of .1 with ten lineups means that each team can only be stacked once.
optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)optimizer.add_stack(TeamStack(3, max_exposure=0.2))
lineups = optimizer.optimize(n=10)
for lineup in lineups:
print(lineup)1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 309.63
Salary 59900.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 309.31
Salary 59400.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tobias Harris PF/SF PHI PHI@MIA 34.987 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Joel Embiid C PHI PHI@MIA 50.83 10600.0$
Fantasy Points 308.69
Salary 60000.00
1. PG Devonte' Graham PG/SG NO NO@BKN 25.851 5500.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Jonas Valanciunas C NO NO@BKN 38.526 7600.0$
Fantasy Points 308.65
Salary 60000.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.26
Salary 59900.00
1. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tobias Harris PF/SF PHI PHI@MIA 34.987 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Joel Embiid C PHI PHI@MIA 50.83 10600.0$
Fantasy Points 308.16
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Brandon Ingram SF NO NO@BKN 37.909 8200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Jonas Valanciunas C NO NO@BKN 38.526 7600.0$
Fantasy Points 307.72
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Monte Morris PG DEN LAL@DEN 23.319 4700.0$
3. SG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Aaron Gordon PF DEN LAL@DEN 26.073 5100.0$
8. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 307.27
Salary 59500.00
1. PG Dejounte Murray PG/SG SA LAC@SA 47.446 10500.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Kevin Durant PF/SF BKN NO@BKN 49.694 10900.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Jakob Poeltl C SA LAC@SA 31.763 6200.0$
Fantasy Points 307.27
Salary 60000.00
1. PG Monte Morris PG DEN LAL@DEN 23.319 4700.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Aaron Gordon PF DEN LAL@DEN 26.073 5100.0$
8. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 307.06
Salary 60000.00Stacking a Specific Team
Now, if we want to stack a specific team, we can pass the for_teams parameter to the TeamStack function. It is important to remember that even if you are only passing a single team, this needs to be passed as a list. The items in the list will need to be strings, and will need to match the team abbreviation that is present on your player list.
optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)optimizer.add_stack(TeamStack(3, for_teams=['BOS']))
lineups = optimizer.optimize(n=10)
for lineup in lineups:
print(lineup)C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.26
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.98
Salary 59800.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG Jaylen Brown SF/SG BOS CHI@BOS 38.024 8800.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.80
Salary 60000.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Aaron Gordon PF DEN LAL@DEN 26.073 5100.0$
8. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.63
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
6. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.35
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.15
Salary 59800.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.15
Salary 59600.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
4. SG Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.15
Salary 60000.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
4. SG Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.10
Salary 59800.00
1. PG Cole Anthony PG/SG ORL ORL@DAL 36.352 7800.0$
2. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Jaylen Brown SF/SG BOS CHI@BOS 38.024 8800.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.06
Salary 60000.00If we want the optimizer to create stacks from 2 teams, we simply need to pass more than one team in the for_teams list. This does not stack both teams on the same lineup, just forces a stack from one of the teams in the list for each lineup.
optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)optimizer.add_stack(TeamStack(3, for_teams=['BOS', 'MIA']))
lineups = optimizer.optimize(n=10)
for lineup in lineups:
print(lineup)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.26
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.98
Salary 59800.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG Jaylen Brown SF/SG BOS CHI@BOS 38.024 8800.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.80
Salary 60000.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Aaron Gordon PF DEN LAL@DEN 26.073 5100.0$
8. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.63
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
6. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.35
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.15
Salary 59800.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.15
Salary 59600.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
4. SG Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.15
Salary 60000.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
4. SG Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.10
Salary 59800.00
1. PG Cole Anthony PG/SG ORL ORL@DAL 36.352 7800.0$
2. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Jaylen Brown SF/SG BOS CHI@BOS 38.024 8800.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.06
Salary 60000.00In addition to this, we can also apply a max exposure to the stacked teams. In this instance, the exposure will be applied to each team stack individually, so BOS stack will only be present in 10% of lineups, and MIA stack will also only be present for a separate 10% of lineups.
optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)optimizer.add_stack(TeamStack(3, for_teams=['BOS', 'MIA'], max_exposure=0.1))
lineups = optimizer.optimize(n=10)
for lineup in lineups:
print(lineup)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.26
Salary 59900.00
1. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Duncan Robinson SG MIA PHI@MIA 19.731 5000.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 303.49
Salary 59700.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 312.99
Salary 59800.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 312.49
Salary 59900.00
1. PG Dejounte Murray PG/SG SA LAC@SA 47.446 10500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.72
Salary 60000.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Franz Wagner SF/SG ORL ORL@DAL 28.607 6200.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.30
Salary 60000.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Josh Giddey SG OKC CLE@OKC 31.642 6700.0$
5. SF Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.15
Salary 60000.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Trae Young PG ATL NY@ATL 45.457 9700.0$
3. SG Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.08
Salary 60000.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.08
Salary 60000.00
1. PG Trae Young PG ATL NY@ATL 45.457 9700.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Josh Giddey SG OKC CLE@OKC 31.642 6700.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 311.07
Salary 59900.00optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)optimizer.add_stack(TeamStack(3, for_teams=['BOS', 'MIA'], max_exposure=0.5))
lineups = optimizer.optimize(n=10)
for lineup in lineups:
print(lineup)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.26
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.98
Salary 59800.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG Jaylen Brown SF/SG BOS CHI@BOS 38.024 8800.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.80
Salary 60000.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Aaron Gordon PF DEN LAL@DEN 26.073 5100.0$
8. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.63
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
6. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.35
Salary 59900.00
1. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
2. PG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Duncan Robinson SG MIA PHI@MIA 19.731 5000.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 303.49
Salary 59700.00
1. PG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
2. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tyler Herro SF/SG MIA PHI@MIA 32.147 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Ivica Zubac C LAC LAC@SA 23.887 4200.0$
Fantasy Points 303.01
Salary 60000.00
1. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
4. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tyler Herro SF/SG MIA PHI@MIA 32.147 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 302.80
Salary 59900.00
1. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
2. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
3. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
4. SG Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Tyler Herro SF/SG MIA PHI@MIA 32.147 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 302.43
Salary 59600.00
1. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
6. SF Tyler Herro SF/SG MIA PHI@MIA 32.147 7500.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 302.38
Salary 59500.00Player Exposures With Team Stacks
If you are wanting to stack certain teams but don't want the same exact players stacked every time, you can still apply player exposures in addition to your team stack exposures. Here we will be setting our Boston and Miami team stacks to a max exposure of 50%, then applying an overall player exposure to 20%. This will result in our normal boston and miami stacking half the lineups, but will limit each individual player to onlly 2 lineups to increase our lineup variability.
optimizer = get_optimizer(Site.FANDUEL, Sport.BASKETBALL)
optimizer.load_players_from_csv(playerList)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)optimizer.add_stack(TeamStack(3, for_teams=['BOS', 'MIA'], max_exposure=0.5))
lineups = optimizer.optimize(n=10, max_exposure=.2)
for lineup in lineups:
print(lineup)C:\Users\nfwya\anaconda3\lib\site-packages\ipykernel\ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.
and should_run_async(code)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
C:\Users\nfwya\anaconda3\lib\site-packages\pydfs_lineup_optimizer\utils.py:156: DeprecationWarning: available_teams will be removed in version 3.7, use player_pool.available_teams instead
warnings.warn(text, DeprecationWarning)
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 308.26
Salary 59900.00
1. PG Dennis Schroder PG/SG BOS CHI@BOS 26.606 5500.0$
2. PG Jalen Brunson PG/SG DAL ORL@DAL 30.305 6000.0$
3. SG DeMar DeRozan SF/SG CHI CHI@BOS 40.3 8000.0$
4. SG Tyrese Maxey PG/SG PHI PHI@MIA 29.891 5600.0$
5. SF Jayson Tatum PF/SF BOS CHI@BOS 43.792 9900.0$
6. SF Nickeil Alexander-Walker SF/SG NO NO@BKN 22.913 3700.0$
7. PF Al Horford C/PF BOS CHI@BOS 30.147 5000.0$
8. PF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
9. C Nikola Jokic C DEN LAL@DEN 55.609 11100.0$
Fantasy Points 305.98
Salary 59800.00
1. PG Eric Bledsoe PG/SG LAC LAC@SA 23.291 4600.0$
2. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
3. SG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
4. SG Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
5. SF Keldon Johnson PF/SF SA LAC@SA 26.416 5000.0$
6. SF Tyler Herro SF/SG MIA PHI@MIA 32.147 7500.0$
7. PF Aaron Gordon PF DEN LAL@DEN 26.073 5100.0$
8. PF Montrezl Harrell C/PF WAS POR@WAS 28.697 5100.0$
9. C Jakob Poeltl C SA LAC@SA 31.763 6200.0$
Fantasy Points 293.30
Salary 60000.00
1. PG Kyle Lowry PG MIA PHI@MIA 32.589 7000.0$
2. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
3. SG Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
4. SG James Harden PG/SG BKN NO@BKN 48.717 10300.0$
5. SF Jimmy Butler SF/SG MIA PHI@MIA 43.608 9200.0$
6. SF Tyler Herro SF/SG MIA PHI@MIA 32.147 7500.0$
7. PF Aaron Gordon PF DEN LAL@DEN 26.073 5100.0$
8. PF Willy Hernangomez C/PF NO NO@BKN 18.426 3500.0$
9. C Jonas Valanciunas C NO NO@BKN 38.526 7600.0$
Fantasy Points 290.11
Salary 60000.00
1. PG Reggie Jackson PG LAC LAC@SA 26.782 5300.0$
2. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
3. SG Dorian Finney-Smith SF/SG DAL ORL@DAL 23.237 4500.0$
4. SG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
5. SF Jaylen Brown SF/SG BOS CHI@BOS 38.024 8800.0$
6. SF Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
7. PF Robert Williams C/PF BOS CHI@BOS 31.0 7100.0$
8. PF Willy Hernangomez C/PF NO NO@BKN 18.426 3500.0$
9. C Jonas Valanciunas C NO NO@BKN 38.526 7600.0$
Fantasy Points 283.79
Salary 60000.00
1. PG Russell Westbrook PG LAL LAL@DEN 40.614 8500.0$
2. PG Trae Young PG ATL NY@ATL 45.457 9700.0$
3. SG Eric Bledsoe PG/SG LAC LAC@SA 23.291 4600.0$
4. SG Jaylen Brown SF/SG BOS CHI@BOS 38.024 8800.0$
5. SF Josh Richardson SF/SG BOS CHI@BOS 18.968 4300.0$
6. SF Talen Horton-Tucker SF/SG LAL LAL@DEN 22.077 4600.0$
7. PF Julius Randle C/PF NY NY@ATL 39.108 8200.0$
8. PF Robert Williams C/PF BOS CHI@BOS 31.0 7100.0$
9. C Ivica Zubac C LAC LAC@SA 23.887 4200.0$
Fantasy Points 282.43
Salary 60000.00
1. PG Cole Anthony PG/SG ORL ORL@DAL 36.352 7800.0$
2. PG Trae Young PG ATL NY@ATL 45.457 9700.0$
3. SG Duncan Robinson SG MIA PHI@MIA 19.731 5000.0$
4. SG Kyle Guy SG MIA PHI@MIA 14.933 3800.0$
5. SF Brandon Ingram SF NO NO@BKN 37.909 8200.0$
6. SF Caleb Martin SF/SG MIA PHI@MIA 18.569 5200.0$
7. PF Jarrett Allen C/PF CLE CLE@OKC 37.628 7900.0$
8. PF Julius Randle C/PF NY NY@ATL 39.108 8200.0$
9. C Ivica Zubac C LAC LAC@SA 23.887 4200.0$
Fantasy Points 273.57
Salary 60000.00
1. PG Luka Doncic PG/SG DAL ORL@DAL 48.215 10400.0$
2. PG Monte Morris PG DEN LAL@DEN 23.319 4700.0$
3. SG Duncan Robinson SG MIA PHI@MIA 19.731 5000.0$
4. SG Kyle Guy SG MIA PHI@MIA 14.933 3800.0$
5. SF Talen Horton-Tucker SF/SG LAL LAL@DEN 22.077 4600.0$
6. SF Tobias Harris PF/SF PHI PHI@MIA 34.987 7500.0$
7. PF Jarrett Allen C/PF CLE CLE@OKC 37.628 7900.0$
8. PF P.J. Tucker C/PF MIA PHI@MIA 20.883 5500.0$
9. C Joel Embiid C PHI PHI@MIA 50.83 10600.0$
Fantasy Points 272.60
Salary 60000.00
1. PG Cole Anthony PG/SG ORL ORL@DAL 36.352 7800.0$
2. PG Payton Pritchard PG/SG BOS CHI@BOS 10.406 3700.0$
3. SG Josh Giddey SG OKC CLE@OKC 31.642 6700.0$
4. SG Romeo Langford SG BOS CHI@BOS 11.809 3500.0$
5. SF Kevin Durant PF/SF BKN NO@BKN 49.694 10900.0$
6. SF Tobias Harris PF/SF PHI PHI@MIA 34.987 7500.0$
7. PF Grant Williams PF BOS CHI@BOS 15.142 3700.0$
8. PF Kevin Love C/PF CLE CLE@OKC 26.306 5600.0$
9. C Joel Embiid C PHI PHI@MIA 50.83 10600.0$
Fantasy Points 267.17
Salary 60000.00
1. PG Dejounte Murray PG/SG SA LAC@SA 47.446 10500.0$
2. PG Monte Morris PG DEN LAL@DEN 23.319 4700.0$
3. SG Caleb Martin SF/SG MIA PHI@MIA 18.569 5200.0$
4. SG Josh Giddey SG OKC CLE@OKC 31.642 6700.0$
5. SF Brandon Ingram SF NO NO@BKN 37.909 8200.0$
6. SF Deni Avdija PF/SF WAS POR@WAS 18.867 3900.0$
7. PF Kevin Durant PF/SF BKN NO@BKN 49.694 10900.0$
8. PF P.J. Tucker C/PF MIA PHI@MIA 20.883 5500.0$
9. C Dewayne Dedmon C MIA PHI@MIA 16.854 4300.0$
Fantasy Points 265.18
Salary 59900.00