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Manim Animations\n\nAnimations using Manim Community exploring various concepts in computer science, with a special focus on machine learning and statistics\n\n## Current animations\n\n- Autoencoder: [source](./src/autoencoder.py), [video](./videos/Autoencoder.mp4)\n- Normalization: [source](./src/normalization.py), [video](./videos/Normalization.mp4)\n- Linear Regression: [source](./src/linreg.py), [video](./videos/LinearRegression.mp4)\n- K-Means Clustering: [source](./src/kmeans.py), [video](./videos/KMeans.mp4)\n- Markov Chain: [source](./src/markov.py), [video](./videos/MarkovChain.mp4)\n- Normal Distribution: [source](./src/normal.py), [video](./videos/NormalDistribution.mp4)\n- Forward Propagation: [source](./src/forward_prop.py), [video](./videos/ForwardPropagation.mp4)\n- Automaton to Regular Expression: [source](./src/automaton.py), [video](./videos/AutomatonToRegex.mp4)\n- Log Transformation: [source](./src/log_transform.py), [video](./videos/LogTransform.mp4)\n- Euclidean Distance: [source](./src/euclidean.py), [video](./videos/EuclideanDistance.mp4)\n- K-nearest neighbors: [source](./src/knn.py), [video](./videos/KNN.mp4)\n- ReLU activation function: [source](./src/relu.py), [video](./videos/ReLU.mp4)\n- Sigmoid activation function: [source](./src/sigmoid.py), [video](./videos/Sigmoid.mp4)\n- Grid Search: [source](./src/grid_search.py), [video](./videos/GridSearch3D.mp4)\n\n## Guide to Running Manim Animations\n\n1. **Ensure you have Python installed.**\n\n2. **Check Manim Dependencies**\n\n   Before proceeding, check the required dependencies for Manim on the Manim Community site:\n\n   👉 https://docs.manim.community/en/stable/installation.html\n\n   Manim requires additional programs like LaTeX for text rendering.\n\n3. **Clone the Repository**\n\n   ```bash\n   git clone https://github.com/kelvinleandro/manim-animations\n   cd manim-animations\n   ```\n\n4. **Create a Virtual Environment (Recommended)**\n\n   ```bash\n   python -m venv .venv\n   ```\n\n   - Windows:\n\n     ```bash\n     .venv\\Scripts\\activate\n     ```\n\n   - Mac/Linux:\n     ```bash\n     source .venv/bin/activate\n     ```\n\n5. **Install Required Packages**\n\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n6. **Run a Manim Animation**\n   ```bash\n   manim -pqm script_name.py SceneName\n   ```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkelvinleandro%2Fmanim-animations","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkelvinleandro%2Fmanim-animations","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkelvinleandro%2Fmanim-animations/lists"}