Beat Fight #664

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Stan1

Barium Entertainment LLC

Example: Python Pseudocode for Hip Hop song Selection


import pandas as pd
from sklearn.model_selection import train_test_split
from sklearn.ensemble import GradientBoostingClassifier
from sklearn.preprocessing import StandardScaler
from sklearn.metrics import accuracy_score

# Load dataset of past songs
data = pd.read_csv("hiphop_hits.csv")

# Features and target
X = data.drop(columns=["hit"])
y = data["hit"]

# Normalize features
scaler = StandardScaler()
X_scaled = scaler.fit_transform(X)

# Train-test split
X_train, X_test, y_train, y_test = train_test_split(X_scaled, y, test_size=0.2, random_state=42)

# Train model
model = GradientBoostingClassifier()
model.fit(X_train, y_train)

# Evaluate
y_pred = model.predict(X_test)
print("Accuracy:", accuracy_score(y_test, y_pred))

# Predict for a new song
new_song_features = [[0.75, 0.65, 0.8, 0.9, 120, 1, 0.85]] # Example scaled features
probability = model.predict_proba(new_song_features)[0][1]
print(f"Chance of #1 hit: {probability:.2%}")
 
What's this, is this some sort of AI mystery?
Farm Life Ai GIF by Respective


Seems like code that looks at old songs and guesses if a new song might be popular.
 

goonybird

Member
Hi everyone, I'm looking for suggestions. Before I submit my beat to this platform, should I submit the beat to YouTube first? I don't want my beat to be snagged
 
Hi everyone, I'm looking for suggestions. Before I submit my beat to this platform, should I submit the beat to YouTube first? I don't want my beat to be snagged
Yeah bro we ain't here to snag beats bro we're here to support each other bud! It's an incredible place to be also, the support I've received here has made me a much better producer! It's nothing but love here and ain't nobody snatching your beat bud!
 
Is everyone having a stroke in this thread???
I don't think thats what it is I think @goonybird even making a statement that he doesn't know if he can trust everyone here has everyone thinkin the dudes well a Goonybird and then when he said he can't trust everyone @DJ Excellence went and got himself a little plane to go and pick the LoonyBird up and drop him off at the nut farm, you can see it emerging in his video at the end!
 
I don't think thats what it is I think @goonybird even making a statement that he doesn't know if he can trust everyone here has everyone thinkin the dudes well a Goonybird and then when he said he can't trust everyone @DJ Excellence went and got himself a little plane to go and pick the LoonyBird up and drop him off at the nut farm, you can see it emerging in his video at the end!
Acid Trip Cat GIF by Dave Bell
 
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