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Machine Learning

1845 projects

Showing 36 of 1845 projects

DeepDow
DeepDowPython

A Python framework for portfolio optimization using deep learning to allocate investment weights in a single forward pass.

#markowitz#buy-and-hold#stock-price-prediction
Stars1.2k
Forks168
Last commit2 years ago
Crab
CrabPython

A flexible, fast recommender engine for Python that integrates classic information filtering algorithms with scientific Python packages.

#information-filtering#scientific-python#python-library
Stars1.2k
Forks369
Last commit5 years ago
hebel
hebelPython

A GPU-accelerated deep learning library for Python using CUDA via PyCUDA, implementing neural networks with various training methods.

#cuda#stochastic-gradient-descent#python-library
Stars1.2k
Forks117
Last commit5 years ago
Ember
EmberJupyter Notebook

An open dataset and toolkit for training static PE malware machine learning models, featuring millions of labeled Windows executable samples.

#malware-detection#reproducible-research#lightgbm
Stars1.2k
Forks312
Last commit1 year ago
Ember
EmberJupyter Notebook

An open dataset and toolkit for training static PE malware machine learning models, featuring extracted features from millions of Windows executable files.

#malware-detection#reproducible-research#lightgbm
Stars1.2k
Forks312
Last commit1 year ago
Awesome Vision + Language
Awesome Vision + Language

A curated list of recent research papers and resources on Vision and Language Pre-trained Models (VL-PTMs).

#vision-language-pretraining#vl-ptms#vision-and-language
Stars1.2k
Forks104
Last commit3 years ago
PPLM
PPLMPython

A method to steer topic and attributes of GPT-2 language models without fine-tuning, enabling controlled text generation.

#text-steering#research-tool#deep-learning
Stars1.2k
Forks203
Last commit2 years ago
Sparkit-learn
Sparkit-learnPython

PySpark + Scikit-learn = Sparkit-learn

#apache-spark#python#scikit-learn
Stars1.2k
Forks254
Last commit5 years ago
Blockchain AI
Blockchain AI

A curated list of Blockchain projects for Artificial Intelligence and Machine Learning.

#decentralized-ai#smart-contracts#awesome-list
Stars1.1k
Forks224
Last commit5 months ago
Question Generation using hugstransformers
Question Generation using hugstransformersJupyter Notebook

An open-source study on neural question generation using transformers, providing simplified training and inference pipelines.

#transformer#deep-learning#text-generation
Stars1.1k
Forks347
Last commit
Auto Graph Learning
Auto Graph LearningPython

An autoML framework and toolkit for automating machine learning tasks on graph-structured data.

#graph-neural-networks#node-classification#dgl
Stars1.1k
Forks123
Last commit8 months ago
frugally-deep
frugally-deepC++

A lightweight header-only C++ library for running Keras (TensorFlow) models without linking against TensorFlow.

#library#deep-learning#c-plus-plus-14
Stars1.1k
Forks236
Last commit2 months ago
burness/chinese_hand_write_rec
burness/chinese_hand_write_recPython

A collection of TensorFlow tutorials and examples covering image classification, GANs, text classification, and model deployment.

#infogan#text-classification#flask
Stars1.1k
Forks542
Last commit
SystemML
SystemMLJava

An open-source machine learning system for the end-to-end data science lifecycle from data preparation to model serving.

#federated-learning#apache-spark#data-science
Stars1.1k
Forks547
Last commit1 day ago
Game Datasets
Game Datasets

A curated collection of datasets, APIs, and tools for applying artificial intelligence and data mining to video games.

#game-analytics#awesome-game#game-ai
Stars1.1k
Forks82
Last commit1 month ago
purejaxrl
purejaxrlPython

High-performance, end-to-end reinforcement learning implementations fully written in JAX for massive parallelization on GPUs.

#parallel-computing#hyperparameter-tuning#jax
Stars1.1k
Forks87
Last commit1 year ago
Kube Batch
Kube BatchGo

A Kubernetes batch scheduler for high-performance workloads like AI/ML, BigData, and HPC.

#high-performance-computing#batch-scheduler#kubernetes
Stars1.1k
Forks260
Last commit3 years ago
fastFM
fastFMPython

A Python library implementing Factorization Machines with a scikit-learn compatible API for regression, classification, and ranking tasks.

#recommender-system#python-library#sparse-data
Stars1.1k
Forks204
Last commit4 years ago
Datumbox
DatumboxJava

An open-source Java framework for rapid development of machine learning and statistical applications with large dataset support.

#regression-analysis#statistical-analysis#large-datasets
Stars1.1k
Forks279
Last commit2 years ago
SKRL
SKRLPython

A modular Python library for Reinforcement Learning with support for PyTorch, JAX, NVIDIA Warp, and multiple environment interfaces.

#robotics#gymnasium#jax
Stars1.1k
Forks150
Last commit2 months ago
mlr3 <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
mlr3 <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

A modern, object-oriented machine learning framework for R, providing efficient building blocks for ML workflows.

#hyperparameter-tuning#model-training#r-package
Stars1.1k
Forks97
Last commit
NLP with Ruby
NLP with RubyRuby

A curated list of awesome resources, libraries, and tools for natural language processing (NLP) in Ruby.

#computational-linguistics#ruby-gems#pos-tag
Stars1.1k
Forks70
Last commit3 years ago
Awesome NLP with Ruby
Awesome NLP with RubyRuby

A curated list of awesome resources, libraries, and tools for natural language processing (NLP) in Ruby.

#computational-linguistics#ruby-gems#text-analysis
Stars1.1k
Forks70
Last commit3 years ago
KerasCV
KerasCVPython

A library of modular computer vision components built on Keras 3, supporting TensorFlow, JAX, and PyTorch backends.

#deep-learning#keras#data-augmentation
Stars1.1k
Forks323
Last commit4 months ago
Cornac
CornacPython

A comparative Python framework for building, evaluating, and deploying multimodal recommender systems with auxiliary data.

#recommendation-algorithms#multimodality#recommender-system
Stars1.1k
Forks172
Last commit6 days ago
JAXopt
JAXoptPython

Hardware-accelerated, batchable, and differentiable optimization algorithms implemented in JAX for machine learning research.

#scientific-computing#gradient-based-optimization#batch-processing
Stars1.1k
Forks75
Last commit1 month ago
Awesome Gradient Boosting Papers
Awesome Gradient Boosting PapersPython

A curated collection of gradient boosting research papers with implementations from top machine learning conferences.

#literature-review#random-forest#model-implementations
Stars1.0k
Forks166
Last commit
max-image-resolution-enhancer
max-image-resolution-enhancerPython

A TensorFlow-based GAN model that upscales images by 4x while generating photo-realistic details.

#codait#ibm#ai
Stars1.0k
Forks161
Last commit10 months ago
chromem-go
chromem-goGo

An embeddable vector database for Go with a Chroma-like interface, enabling RAG and semantic search without external dependencies.

#semantic-search#chroma-alternative#go-library
Stars1.0k
Forks73
Last commit2 months ago
This Word Does Not Exist
This Word Does Not ExistPython

A GPT-2 variant that generates plausible fake words, definitions, and usage examples from scratch.

#natural-language-understanding#creative-ai#text-generation
Stars1.0k
Forks85
Last commit
pyGAM
pyGAMPython

A Python library for building Generalized Additive Models (GAMs) with a scikit-learn-like API, emphasizing interpretability and performance.

#scientific-computing#data-science#interpretable-ai
Stars1.0k
Forks289
Last commit3 months ago
graspologic
graspologicPython

A Python package providing specialized statistical algorithms for graph and network analysis.

#graph#networks#data-science
Stars1.0k
Forks173
Last commit1 month ago
allRank
allRankPython

A PyTorch framework for training neural learning-to-rank models with flexible loss functions and scoring architectures.

#transformer#ndcg#information-retrieval
Stars1.0k
Forks129
Last commit1 year ago
what-if-tool
what-if-toolHTML

An interactive visual interface for exploring and debugging black-box machine learning models without writing code.

#jupyterlab-extension#model-debugging#feature-attribution
Stars1.0k
Forks184
Last commit1 month ago
Machine Learning
Machine Learning

A curated collection of machine learning resources, examples, and experiments for creative coding and education.

#beginner-friendly#javascript-ml#education
Stars1.0k
Forks196
Last commit5 years ago
Torchnet - Torch based Deep Learning Library
Torchnet - Torch based Deep Learning LibraryLua

A modular framework for Torch providing abstractions for datasets, engines, meters, and logs to encourage code re-use.

#experiment-framework#deep-learning#modular-design
Stars988
Forks183
Last commit
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