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Machine Learning

1845 projects

Showing 36 of 1845 projects

CWFID
CWFID

A public dataset of field images with segmentation masks and plant type annotations for computer vision in precision agriculture.

#weed#crop-monitoring#precision-agriculture
Stars161
Forks49
Last commit11 years ago
shield
shieldGo

Bayesian text classifier for Go with flexible tokenizers and storage backends.

#redis#text-classification#bayesian-classifier
Stars160
Forks31
Last commit6 years ago
DataDeps
DataDepsJulia

A Julia package for reproducible data setup, automating dataset downloads and management for scientific computing.

#scientific-computing#dataset-download#julia
Stars160
Forks45
Last commit22 days ago
DistributedR
DistributedRR

A scalable high-performance platform for R that enables large-scale machine learning, statistical analysis, and graph processing across clusters.

#statistical-analysis#graph-processing#high-performance-computing
Stars160
Forks52
Last commit
N2D2
N2D2C

An open-source CAD framework for designing, simulating, and deploying deep neural networks on embedded platforms.

#model-quantization#cad-framework#cuda
Stars160
Forks39
Last commit2 years ago
max-audio-classifier
max-audio-classifierPython

A deep learning model that classifies sounds in 10-second audio clips into 527 categories from the AudioSet ontology.

#audioset#ibm-max#deep-learning
Stars158
Forks54
Last commit10 months ago
Streaming Histograms
Streaming HistogramsJava

A Clojure/Java library for streaming, one-pass histograms that approximate data distributions for learning, visualization, and analysis.

#statistical-analysis#java-library#parallel-algorithms
Stars158
Forks25
Last commit
Awesome Generative Modeling
Awesome Generative Modeling

A curated archive of research papers and resources on generative modeling, covering GANs, image synthesis, 3D generation, and applications.

#research-papers#deep-learning#neural-networks
Stars157
Forks12
Last commit5 years ago
natural-language-classifier-nodejs
natural-language-classifier-nodejsJavaScript

A deprecated Node.js sample application demonstrating IBM Watson Natural Language Classifier service features.

#text-classification#natural-language-processing#cloud-foundry
Stars157
Forks202
Last commit
your-celebrity-match
your-celebrity-matchJavaScript

Analyzes your Twitter personality using IBM Watson and matches you with similar celebrities based on their tweet content.

#personality-analysis#ai#social-media
Stars155
Forks130
Last commit5 years ago
nbayes
nbayesRuby

A full-featured Ruby implementation of Naive Bayes for probabilistic classification with customizable features.

#naive-bayes#text-classification#ruby-gem
Stars155
Forks31
Last commit2 years ago
open-solution-data-science-bowl-2018
open-solution-data-science-bowl-2018Python

Open-source implementation of the winning solution for the 2018 Data Science Bowl Kaggle competition using PyTorch and U-Net.

#data-science#kaggle#deep-learning
Stars155
Forks42
Last commit
Espresso
EspressoSwift

A Swift library for direct Neural Engine inference and training of transformers on Apple Silicon, bypassing CoreML for faster performance.

#apple#ane-hardware#apple-neural-engine
Stars155
Forks7
Last commit9 days ago
scPRINT
scPRINTJupyter Notebook

A large transformer foundation model for single-cell RNA sequencing data analysis, including gene network inference, denoising, and cell annotation.

#open-source#zero-shot-learning#data-denosing
Stars155
Forks23
Last commit2 months ago
MLKit
MLKitSwift

A simple machine learning framework written in Swift, currently focusing on regression algorithms.

#genetic-algorithms#machine-learning-library#data-science
Stars154
Forks14
Last commit8 years ago
Parallax
ParallaxPython

A pure, immutable module system for JAX that replaces PyTorch-style imperative coding with declarative parameter trees.

#module-system#functional-programming#jax
Stars154
Forks4
Last commit6 years ago
open-solution-toxic-comments
open-solution-toxic-commentsPython

An open-source starter solution for the Kaggle Toxic Comment Classification Challenge, providing ready-to-use machine learning pipelines for detecting online harassment.

#ensemble-learning#text-classification#data-science
Stars154
Forks55
Last commit
graph-2-text
graph-2-textPython

A PyTorch implementation combining Graph Convolutional Networks with OpenNMT-py for structured data to text generation.

#graph-neural-networks#opennmt#data-to-text
Stars153
Forks28
Last commit7 years ago
comportex
comportexClojure

A Clojure library implementing Hierarchical Temporal Memory (HTM) for temporal sequence learning and prediction.

#simulation#hierarchical-temporal-memory#library
Stars153
Forks27
Last commit9 years ago
crowdAI
crowdAIJavaScript

An open platform for hosting and participating in data science challenges focused on open science and open data.

#data-science#open-science#challenge-platform
Stars152
Forks30
Last commit3 years ago
DrugBAN
DrugBANPython

A deep bilinear attention network framework with adversarial domain adaptation for interpretable drug-target interaction prediction.

#drug-target-prediction#deep-learning#computational-biology
Stars151
Forks21
Last commit3 years ago
MxNet.Sharp
MxNet.SharpC#

.NET Standard bindings for Apache MXNet, providing C# developers with NumPy-compatible APIs for machine learning model development, training, and deployment.

#neural-network#model-training#mxnet
Stars151
Forks7
Last commit3 years ago
Summit
SummitJupyter Notebook

A Python toolkit for optimizing chemical reactions using machine learning strategies and benchmarks.

#self-optimization#nelder-mead#tsemo
Stars150
Forks31
Last commit1 year ago
ONNX-Scala
ONNX-ScalaScala

A type-safe, functional ONNX API and backend for deep learning and classical machine learning in Scala 3.

#scala-3#functional-programming#neural-network
Stars149
Forks9
Last commit5 months ago
topicwizard
topicwizardPython

Interactive topic model visualization and interpretation library for Python, compatible with sklearn, Gensim, BERTopic, and Turftopic.

#bertopic#mantine#python-library
Stars148
Forks17
Last commit1 year ago
dotnet-standard-sdk
dotnet-standard-sdkC#

A .NET Standard library for accessing IBM Watson cognitive services like Assistant, Discovery, and Speech-to-Text.

#hacktoberfest#cloud-ai#natural-language-processing
Stars148
Forks114
Last commit
Danku
DankuPython

A blockchain-based protocol for trustless evaluation and purchase of machine learning models on Ethereum.

#smart-contracts#model-evaluation#neural-networks
Stars147
Forks30
Last commit8 years ago
PyTorch Geometric Signed Directed
PyTorch Geometric Signed DirectedPython

A PyTorch Geometric extension library for signed and directed graph neural networks, embedding, and clustering methods.

#graph-neural-networks#node-classification#signed-networks
Stars147
Forks22
Last commit
Computational Biology
Computational BiologyPython

A curated collection of databases, software, and papers for computational biology research.

#single-cell-analysis#biological-databases#research-tools
Stars146
Forks16
Last commit
Merlin
MerlinJulia

A fast, flexible, and compact deep learning framework for Julia that runs on CPU and CUDA GPU.

#cuda#scientific-computing#julia
Stars146
Forks10
Last commit6 years ago
neural-dream
neural-dreamPython

A PyTorch implementation of the DeepDream algorithm for generating psychedelic, dream-like images from neural network activations.

#cuda#resnet#vgg
Stars146
Forks20
Last commit4 years ago
Pattern Recognition Toolbox
Pattern Recognition ToolboxMATLAB

A free, MIT-licensed object-oriented pattern recognition and machine learning toolbox for MATLAB.

#engineering-tools#data-classification#pattern-recognition
Stars146
Forks69
Last commit8 months ago
FastPathology
FastPathologyC++

Open-source software for deep learning-based analysis and visualization of whole slide images in digital pathology.

#opencl#opengl#gui-application
Stars145
Forks26
Last commit2 years ago
spammy
spammyPython

Spam filtering made easy for you

#python#spam-filtering#email
Stars145
Forks30
Last commit6 years ago
Deep Belief Nets for Topic Modeling
Deep Belief Nets for Topic ModelingPython

A Python toolbox using deep belief networks for topic modeling on document data, producing latent representations for content-based recommendation.

#deep-belief-networks#research-tool#document-analysis
Stars144
Forks55
Last commit
Lorax
LoraxPython

A JAX transform that implements LoRA (Low-Rank Adaptation) for efficient fine-tuning of large models with minimal memory overhead.

#parameter-efficient-training#jax#deep-learning
Stars143
Forks6
Last commit2 years ago
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