Repository Index

A scikit-learn based module for multi-label et. al. classification

• classification
• scikit
• scikit-learn
• multi-label

Scalable Machine Learning with Dask

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

• scikit-learn
• lasagne
• deep-learning
• machine-learning

Gibson Environments: Real-World Perception for Embodied Agents

• computer-vision
• robotics
• simulator
• sim2real

An overview of Elm syntax and features

• elm
• tutorial
• cheatsheet
• learn

🔧 A curated list of awesome dataset tools

• datasets
• awsome
• awsome-list
• machine-learning

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

• core-ml
• mps
• metal
• machine-learning

Foundation Models for Genomics & Transcriptomics

• genomics
• deep-learning
• transformer
• dna

A uniform interface to run deep learning models from multiple frameworks

• tensorflow
• pytorch
• keras
• deep-learning

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

• gym
• pybullet
• reinforcement-learning
• control

PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama

• deepmind-control-suite
• deepmind-lab
• gymnasium
• reinforcement-learning

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

• self-driving-car
• tensorflow
• reinforcement-learning
• unreal-engine

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

• pytorch
• deep-learning
• generative-adversarial-network
• trajectory-prediction

Rumale is a machine learning library in Ruby

• ruby
• machine-learning
• data-science
• data-analysis

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

• carla
• carla-simulator
• carla-driving-simulator
• self-driving-car

CPU and GPU-accelerated Machine Learning Library

Distributed machine learning platform

A curated list of courses, online judges, visualizations, books and competitions for learning and practicing algorithms. English and Korean.

• awesome
• awesome-list
• education
• algorithms

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.

• go
• onnx
• neural-network
• open-source

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

• go
• optimization
• parallel
• machine-learning

RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

• aifinance
• fintech
• llama
• machine-learning

Implementation of some deep learning algorithms.

Sample applications built using AWS' Amazon Machine Learning.