Trending ML Frameworks

Frameworks with the biggest quality score improvements over the last 14 days.

#	Framework	Change	Score	Tier	Category	Stars
1	bbfamily/abu 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构	+22	76	Verified	quantitative-trading-frameworks	16,451
2	beenotung/heatmap-values Generate heatmap with RGBA from pre-built or custom color scheme.	+21	33	Emerging	color-prediction-ml	1
3	GuyChahine/deeplogs Simplified Python Logging and Progress Tracking	+19	21	Experimental	anomaly-detection-systems	1
4	ai-beyondpapers/beyondpapers Python Package \| Open ML/AI Research \| Code Before Paper \| Deep Learning &...	+19	42	Emerging	ml-framework-examples	1
5	TeamHG-Memex/eli5 A library for debugging/inspecting machine learning classifiers and...	+19	69	Established	explainability-interpretability-frameworks	2,773
6	hdmf-dev/hdmf-ai A schema and API for storing the results from AI/ML workflows	+18	28	Experimental	ml-frameworks-project-collections	1
7	audeering/audmetric Judge machine learning predictions	+18	41	Emerging	—	1
8	arquolo/glow Library of useful routines for coding and data science	+17	40	Emerging	scala-ml-frameworks	1
9	scikit-plots/scikit-plots An intuitive library that seamlessly adds plotting capabilities and...	+17	52	Established	—	1
10	VicenteFecedMas/pyanfis Project that will allow you to use Fuzzy Logic in conjunction with pytorch.	+16	37	Emerging	fuzzy-logic-systems	2
11	nicolas-meilan/neuraldeep Console interface for create, train, test and compare differents perceptron...	+16	31	Emerging	javascript-perceptron-visualizations	2
12	zackrdavis/use-onnx-web Hook for using ONNX Runtime inference in React applications	+16	38	Emerging	dotnet-ml-frameworks	1
13	abdozmantar/zipml A simple AutoML tool for small datasets with useful helper functions	+16	26	Experimental	automl-frameworks	1
14	t2ee/validation A form input validation tool set	+16	26	Experimental	javascript-ml-libraries	1
15	Ruhaan838/CGrad If you like Pytorch, if you like C, you Love CGrad	+16	26	Experimental	minimal-autograd-engines	1
16	ashkihotah/pyPRUF A Python library for PRUF, a meaning representation and manipulation...	+16	38	Emerging	logic-reasoning-systems	1
17	jadamo/mentat-lss Code to emulate galaxy power spectrum multipoles predicted by EFT	+16	40	Emerging	astronomical-object-classification	2
18	mcwdsi/bam2tensor Convert methylation data to sparse objects for machine learning.	+16	39	Emerging	chemical-property-ml	1
19	Boring-Dude/neurovortex An AI Optimizer module for improving performance.	+16	28	Experimental	tinyml-edge-deployment	1
20	infinityfx-llc/ml-basic Lightweight, zero dependency, machine learning library.	+16	29	Experimental	javascript-ml-libraries	2
21	aion-labs/aiondata A common data access layer for AI-driven drug discovery.	+16	28	Experimental	drug-discovery-ml	—
22	vickylance/NeuralNetJS A simple straightforward Neural Network library written in Javascript	+16	40	Emerging	—	1
23	antoinebcx/ml-toolkit-ts A TypeScript toolkit for machine learning inference.	+16	18	Experimental	javascript-ml-libraries	1
24	oortega20/tensorslow Machine Learning Library using Python Lists	+16	27	Experimental	tensor-algebra-frameworks	2
25	Jorgedavyd/CorKit Open source coronagraph data downloader and calibrator	+16	27	Experimental	astronomical-object-classification	2
26	mwolinska/Evolutionary-Optimization A generic evolutionary algorithm for function optimisation.	+16	18	Experimental	evolutionary-algorithm-frameworks	1
27	kcxain/gradflow 😺GradFlow: A simple, scalable and efficient deep learning framework.	+16	27	Experimental	fortran-ml-frameworks	2
28	Fooeybar/flatnet flatnet is an evolutionary algorithm with models as action lists	+16	27	Experimental	neuroevolution-frameworks	2
29	piteren/pypaq little Python tools, mainly useful for tasks related to machine learning, etc.	+16	31	Emerging	hyperparameter-optimization	1
30	gugarosa/otorchmizer 🐦 Otorchmizer is a PyTorch-based library consisting of meta-heuristic...	+16	36	Emerging	gradient-descent-optimizers	1
31	dahmansphi/protectai Test tool to simulate defense from poisoning attack on AI model	+16	27	Experimental	membership-inference-attacks	2
32	ez-kraivit/webin_decision_tree webin_decision_tree	+16	26	Experimental	decision-tree-frameworks	1
33	NeuraXenetica/comport_ai An HR predictive analytics tool for forecasting the likely range of a...	+16	27	Experimental	employee-attrition-analytics	2
34	raghavagps/emirpred EmiRPred: A computational approach to predict exosomal and non-exosomal miRNA	+16	26	Experimental	rna-structure-learning	1
35	GroovinDev/return-to Return to ANIMAL_NAME_HERE	+16	18	Experimental	artificial-life-simulations	1
36	yadavsidhant/easycnn EasyCNN: A library to create, train, and use custom CNN models with ease.	+16	26	Experimental	lightweight-neural-networks	1
37	villium/echo Comprehensive audio feature extraction library for signal analysis,...	+15	27	Experimental	audio-music-learning	1
38	b-ionut-r/neurograd A Pure Python Deep Learning Framework with Automatic Differentiation and...	+15	28	Experimental	minimal-autograd-engines	2
39	Savernish/forgeNN forgeNN is a in-development purpose‑built neural network framework combining...	+15	28	Experimental	tensor-computation-libraries	2
40	ellenbet/survana Survana: software for survival analysis and biomarker discovery using...	+15	38	Emerging	survival-analysis-ml	1
41	neuroptimiser/neuroptimiser NeurOptimiser is a neuromorphic optimisation framework in which...	+15	48	Emerging	tensor-algebra-frameworks	2
42	anwielts/datasheet-for-dataset Automatically create standardized documentation for the dataset used in your...	+15	32	Emerging	open-dataset-collections	2
43	beenotung/mediapipe-nodejs A Node.js library for running MediaPipe models that are typically...	+15	27	Experimental	mediapipe-implementations	1
44	Eklavya20/diagnost A diagnostics toolkit to help data scientists trust their models, not just...	+14	36	Emerging	automl-frameworks	—
45	huggingface/computer-vision-course This repo is the homebase of a community driven course on Computer Vision...	+14	68	Established	ml-foundations-curricula	795
46	SamBroomy/is-it-slop Detect AI-generated slop text using machine learning.	+14	37	Emerging	text-authenticity-detection	1
47	beenotung/tensorflow-helpers Helper functions to use tensorflow in nodejs for transfer learning, image...	+14	49	Emerging	tensorflowjs-learning-resources	1
48	Efficient-ML/Awesome-Model-Quantization A list of papers, docs, codes about model quantization. This repo is aimed...	+14	55	Established	model-compression-optimization	2,333
49	codepawl/yeastbook Standalone. Polyglot. High-performance.	+14	37	Emerging	static-site-generators	1
50	draktr/findi-descent FinDi: Finite Difference Gradient Descent can optimize any function,...	+14	23	Experimental	gradient-descent-visualizations	—
51	Faycal214/optiflowx A lightweight Python library for hyperparameter optimization using...	+13	36	Emerging	hyperparameter-optimization	1
52	AnhQuoc533/neural-network A Neural Network framework for building and deploying Multi-layer Perceptron models.	+13	35	Emerging	numpy-based-neural-networks	—
53	draktr/optschedule Flexible parameter scheduler that can be implemented with proprietary and...	+13	22	Experimental	gradient-descent-visualizations	—
54	jo-phil/hopkins-statistic A Python package for computing the Hopkins statistic to assess clustering tendency.	+13	36	Emerging	mlr3-ecosystem	1
55	roboflow/roboflow-python The official Roboflow Python package. Manage your datasets, models, and...	+13	72	Verified	video-processing-pipelines	545
56	LibrePhotos/librephotos A self-hosted open source photo management service. This is the repository...	+13	65	Established	image-gallery-platforms	7,954
57	nextcloud/recognize 👁 👂 Smart media tagging for Nextcloud: recognizes faces, objects,...	+13	65	Established	facial-recognition-apps	676
58	ArjunSahlot/TensorNN Python machine learning library made from scratch.	+13	37	Emerging	tensor-algebra-frameworks	2
59	phun-ky/wrapture Wrapture lets you go from a Python-trained model to deployable JavaScript...	+12	36	Emerging	javascript-gpu-tensor-libraries	2
60	LapshinLeonid/configurable_automl_engine A configuration-driven AutoML orchestrator for automated model selection and...	+12	35	Emerging	automl-frameworks	1
61	ErikPartridge/parsnip Assorted data science metrics for Rust	+12	36	Emerging	rust-ml-libraries	2
62	anikchand461/lazytune A hyperparameter optimization framework	+12	34	Emerging	hyperparameter-optimization	—
63	asavinov/intelligent-trading-bot Intelligent Trading Bot: Automatically generating signals and trading based...	+11	68	Established	algorithmic-trading-bots	1,634
64	artrdon/dquant Библиотека для обучения моделей машинного обучения для предсказывания...	+11	34	Emerging	quantitative-trading-frameworks	1
65	AbdoulayeSeydi/mlbuild MLBuild enforces inference performance SLAs in CI, automatically blocking...	+11	34	Emerging	ml-experiment-tracking	1
66	microsoft/SynapseML Simple and Distributed Machine Learning	+11	69	Established	multi-agent-orchestration	5,211
67	HaamsRee/senoquant Quantifying senescence, the easy way.	+11	35	Emerging	medical-image-segmentation	2
68	feruzoripov/tsgap Time-series missingness simulation separating mechanisms (MCAR/MAR/MNAR)...	+11	34	Emerging	missing-data-imputation	1
69	bensonlee5/dagzoo Synthetic tabular data generator for causal modeling	+11	34	Emerging	synthetic-data-generation	1
70	gpu-mode/Triton-Puzzles Puzzles for learning Triton	+11	65	Established	triton-inference-deployment	2,338
71	aimagelab/mammoth An Extendible (General) Continual Learning Framework based on Pytorch -...	+11	67	Established	continual-learning-frameworks	788
72	mlverse/torch R Interface to Torch	+11	64	Established	fortran-ml-frameworks	563
73	furkantanyol/aitelier An opinionated workflow tool for managing the full lifecycle of fine-tuning datasets	+11	31	Emerging	llm-finetuning-frameworks	1
74	AccumulateMore/CV ✔（已完结）超级全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】【大飞大模型Agent】	+11	56	Established	ml-project-collections	18,138
75	AuraquanTech/conformal-js Distribution-free uncertainty quantification for JavaScript. The first...	+11	33	Emerging	conformal-prediction-frameworks	—
76	mlcommons/croissant Croissant is a high-level format for machine learning datasets that brings...	+10	59	Established	open-dataset-collections	799
77	lzz19980125/awesome-time-series-segmentation-papers This repository contains a reading list of papers on Time Series...	+10	48	Emerging	time-series-forecasting	550
78	elixir-nx/bumblebee Pre-trained Neural Network models in Axon (+ 🤗 Models integration)	+10	58	Established	elixir-ml-frameworks	1,596
79	fh2019ustc/Awesome-Document-Image-Rectification A comprehensive list of awesome document image rectification papers.	+10	46	Emerging	latex-ocr-tools	528
80	ntucllab/libact Pool-based active learning in Python	+10	73	Verified	active-learning-systems	789
81	bgavran/Category_Theory_Machine_Learning List of papers studying machine learning through the lens of category theory	+10	48	Emerging	research-paper-curation	1,496
82	aws/amazon-sagemaker-examples Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy...	+10	64	Established	sagemaker-ml-platforms	10,883
83	onnxsim/onnxsim Simplify your onnx model	+10	66	Established	onnx-model-deployment	4,307
84	Depermitto/klaster Symbol Deep Clustering in a cohesive library for the Rust programming language.	+10	30	Emerging	clustering-algorithm-implementations	1
85	NeuroAI-Research/brain-modules Replicate brain modules' computations with Artificial Neural Networks	+10	26	Experimental	edge-device-ml-frameworks	2
86	rednaga/APKiD Android Application Identifier for Packers, Protectors, Obfuscators and...	+10	61	Established	malware-detection-ml	2,431
87	Pacatro/mininn A minimalist deep learnig crate for Rust	+9	26	Experimental	rust-neural-networks	2
88	Eddy1919/openEtruscan Open-source computational epigraphy toolkit for Etruscan and ancient Italic...	+9	32	Emerging	nlp-learning-resources	1
89	CompOmics/molcraft A python package for building powerful molecular graph neural networks for...	+9	32	Emerging	chemical-property-ml	1
90	psychonautwiki/karma Hidden Markov Model using the Baum-Welch algorithm in Rust, reference...	+9	31	Emerging	rust-ml-libraries	2
91	Axect/pytorch-scheduler A comprehensive, research-driven collection of learning rate schedulers for...	+9	32	Emerging	gradient-descent-optimizers	1
92	ChharithOeun/torch-amd-setup Auto-detect AMD GPU for PyTorch — ROCm, DirectML, CUDA, MPS, CPU. Fixes...	+9	32	Emerging	ml-inference-benchmarking	1
93	bhearsum/neuralneat A Rust library that implements Kenneth Stanley's NeuroEvolution of...	+9	20	Experimental	rust-neural-networks	2
94	raamana/kernelmethods Foundational library for Kernel methods in pattern analysis and machine learning	+9	68	Established	—	43
95	ManuelLerchner/neural-network-rs A simple neural network written in rust	+9	12	Experimental	rust-neural-networks	2
96	SauravP97/hf-tokenizer-visualizer Visualize HuggingFace Byte-Pair Encoding (BPE) Tokenizer encoding process	+8	32	Emerging	text-tokenization-libraries	2
97	spacecowboy/scarecrow A neural network library written in Rust.	+8	19	Experimental	rust-neural-networks	2
98	AndreaCatania/grape_ml Machine learning library	+8	19	Experimental	rust-ml-libraries	2
99	AI4SCR/MatchCLOT Python package implementing our method MatchCLOT for multimodal single-cell...	+8	47	Emerging	single-cell-omics-integration	14
100	uek-1/puffpastry basic rust neural network framework	+8	23	Experimental	rust-neural-networks	2