Stars
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
Python 3.8+ toolbox for submitting jobs to Slurm
Shapley Interactions and Shapley Values for Machine Learning
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode …
Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
Anthropic's educational courses
Puzzles for exploring transformers
What would you do with 1000 H100s...
Instruct-tune LLaMA on consumer hardware
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
High accuracy RAG for answering questions from scientific documents with citations
Code and documentation to train Stanford's Alpaca models, and generate the data.
LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.
🦜🔗 Build context-aware reasoning applications
Train transformer language models with reinforcement learning.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
A playbook for systematically maximizing the performance of deep learning models.
A Collection of BM25 Algorithms in Python
A library to analyze PyTorch traces.
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
A Python package for causal inference in quasi-experimental settings
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
A highly efficient implementation of Gaussian Processes in PyTorch
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Materials of the Nordic Probabilistic AI School 2022.
OpenMMLab Detection Toolbox and Benchmark