fyzbt

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

AFFiNE

There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.

awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

book

The Rust Programming Language

memray

Memray is a memory profiler for Python

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

mlops-zoomcamp

Free MLOps course from DataTalks.Club

datahub

The Metadata Platform for your Data Stack

fastapi-best-practices

FastAPI Best Practices and Conventions we used at our startup

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

feast

The Open Source Feature Store for Machine Learning

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

minitorch

The full minitorch student suite.

fe

Emerging smart contract language for the Ethereum blockchain.

resistance

Pre-crisis Risk Management for Personal Finance

tfcausalimpact

Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.

graph-mining

CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

bionic

Convert data exports from various services to a single SQLite database

reverse-engineering-neural-networks

A collection of tools for reverse engineering neural networks.

howto

How to do bash commands you always forget. OpenAI-powered.

adhd-study

gulag

GULAG: GUessing LAnGuages with neural networks

MOCCO

[AAMAS 2024] Guided Exploration in Reinforcement Learning via Monte Carlo Critic Optimization

average_reward_ppo

Implementation of "Average-Reward Reinforcement Learning with Trust Region Methods" paper.

algos-python

Algorithms in Python