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🏅 Collection of Kaggle Solutions and Ideas 🏅
A playbook for systematically maximizing the performance of deep learning models.
A concise and easy-to-customize reimplementation of "ChemProp" (Yang et al, 2019) in PyTorch Geometric.
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
AI generating real-time football commentary
A Deep Learning Python Toolkit for Healthcare Applications.
OpenFE: automated feature generation with expert-level performance
This is an AI agent for Street Fighter II Champion Edition.
Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.
🔬 Bioinformatics Notebook. Scripts for bioinformatics pipelines, with quick start guides for programs and video demonstrations.
Datasets, Transforms and Models specific to Computer Vision
A Python implementation of global optimization with gaussian processes.
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
Practical Full-Stack Machine Learning
Shortest solutions for CS231n 2021-2024
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
A neural network that is trained with a genetic algorithm to predict the next best move in Tetris
Train a Neural Network to play Snake using a Genetic Algorithm
Data science interview questions and answers
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.