🏅 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.

Resources for LBAG Online Events

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

My solution to the book A Collection of Data Science Take-Home Challenges

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.

Joo Study

pandas中文教程

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

pandas中文教程

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

Tool

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

12 weeks, 24 lessons, classic Machine Learning for all