jihobak

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

bitcoinbook

Mastering Bitcoin 3rd Edition - Programming the Open Blockchain

timescaledb

An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.

kubeflow

Machine Learning Toolkit for Kubernetes

lime

Lime: Explaining the predictions of any machine learning classifier

torch7

http://torch.ch

pyro

Deep universal probabilistic programming with Python and PyTorch

vespa

AI + Data, online. https://vespa.ai

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

arctic

High performance datastore for time series and tick data

gradient-checkpointing

Make huge neural nets fit in memory

tangent

Source-to-Source Debuggable Derivatives in Pure Python

TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

beanie

Asynchronous Python ODM for MongoDB

logbook

A cool logging replacement for Python.

batch-ppo

Efficient Batched Reinforcement Learning in TensorFlow

pytorch-wavenet

An implementation of WaveNet with fast generation

CS231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

bayes-nn

Lecture notes on Bayesian deep learning

spectral_graph_convnets

PyTorch implementation of spectral graph ConvNets, NeurIPS’16

bunnet

Synchronous Python ODM for MongoDB

tensorflow_export_cpp_example

Tutorial for how to export your tensorflow models in python to C++

pySecMaster

An automated system to store and maintain financial data.

blowfish_quant

Quantitative Trading

kafka