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Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

https://github.com/aburkov/themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

book machine-learning machine-learning-algorithms python

Last synced: 14 Oct 2024

https://github.com/xmartlabs/bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 15 Oct 2024

https://github.com/xmartlabs/Bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 14 Aug 2024

https://github.com/maxim5/cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

cs229 machine-learning neural-networks stanford-university

Last synced: 15 Oct 2024

https://xmartlabs.github.io/Bender/

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 03 Aug 2024

https://github.com/OryxProject/oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

apache-kafka apache-spark cloudera java kafka lambda-architecture machine-learning oryx

Last synced: 30 Oct 2024

https://github.com/oryxproject/oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

apache-kafka apache-spark cloudera java kafka lambda-architecture machine-learning oryx

Last synced: 28 Sep 2024

https://github.com/uber/petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

deep-learning machine-learning parquet parquet-files pyarrow pyspark pytorch sysml tensorflow

Last synced: 15 Oct 2024

https://github.com/scverse/scanpy

Single-cell analysis in Python. Scales to >1M cells.

anndata bioinformatics data-science machine-learning python scanpy scverse transcriptomics visualize-data

Last synced: 29 Oct 2024

https://github.com/jiqizhixin/artificial-intelligence-terminology-database

A comprehensive mapping database of English to Chinese technical vocabulary in the artificial intelligence domain

ai artificial-intelligence machine-learning terminology

Last synced: 09 Nov 2024

https://github.com/brannondorsey/PassGAN

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

deep-learning gan machine-learning password password-cracking password-strength

Last synced: 05 Nov 2024

https://github.com/tradytics/surpriver

Find big moving stocks before they move using machine learning and anomaly detection

ai algotrading anomaly-detection finance-application investment machine-learning stock stock-analysis trading trading-algorithms

Last synced: 11 Nov 2024

https://github.com/probcomp/gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 15 Oct 2024

https://github.com/probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 27 Oct 2024

https://github.com/brannondorsey/passgan

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

deep-learning gan machine-learning password password-cracking password-strength

Last synced: 14 Oct 2024

https://github.com/huggingface/evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

evaluation machine-learning

Last synced: 15 Oct 2024

https://github.com/Cloud-CV/EvalAI

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

ai ai-challenges angular7 angularjs artificial-intelligence challenge django docker evalai evaluation leaderboard machine-learning python reproducibility reproducible-research

Last synced: 30 Oct 2024

https://github.com/tomlepaine/fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

deep-learning machine-learning tensorflow wavenet

Last synced: 07 Aug 2024

https://github.com/facebookresearch/TensorComprehensions

A domain specific language to express machine learning workloads.

domain-specific-language machine-learning

Last synced: 26 Oct 2024

https://facebookresearch.github.io/TensorComprehensions/

A domain specific language to express machine learning workloads.

domain-specific-language machine-learning

Last synced: 02 Nov 2024

https://github.com/facebookresearch/tensorcomprehensions

A domain specific language to express machine learning workloads.

domain-specific-language machine-learning

Last synced: 25 Sep 2024

https://github.com/lexfridman/deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

convnetjs deep-learning deep-reinforcement-learning deep-rl machine-learning mit self-driving-cars tensorflow

Last synced: 14 Oct 2024

https://github.com/rsxdalv/tts-generation-webui

TTS Generation Web UI (Bark, MusicGen + AudioGen, Tortoise, RVC, Vocos, Demucs, SeamlessM4T, MAGNet, StyleTTS2, MMS, Stable Audio, Mars5, F5-TTS, ParlerTTS)

ai audio-generation audiogen bark deep-learning generator gradio machine-learning magnet music musicgen rvc seamlessm4t styletts2 text-to-speech torch tortoise-tts tts vocos web

Last synced: 05 Nov 2024

https://github.com/ahmedfgad/geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 15 Oct 2024

https://github.com/featureform/featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

data-quality data-science embeddings embeddings-similarity feature-engineering feature-store hacktoberfest machine-learning ml mlops python vector-database

Last synced: 15 Oct 2024

https://github.com/gram-ai/capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsule-networks machine-learning mnist pytorch

Last synced: 29 Oct 2024

https://github.com/PyTorchLightning/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 08 Nov 2024

https://github.com/Lightning-Universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 10 Nov 2024

https://github.com/lightning-universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 26 Sep 2024

https://github.com/FL33TW00D/whisper-turbo

Cross-Platform, GPU Accelerated Whisper 🏎️

audio machine-learning rust speech-recognition webgpu whisper windows

Last synced: 05 Nov 2024

https://github.com/datawhalechina/statistical-learning-method-solutions-manual

统计学习方法习题解答,在线阅读地址:https://datawhalechina.github.io/statistical-learning-method-solutions-manual

machine-learning statistical-learning-method

Last synced: 14 Oct 2024

https://github.com/AutoViML/AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

auto-sklearn automated-machine-learning automl automl-algorithms machine-learning python python3 scikit-learn tableau tpot visualization xgboost

Last synced: 26 Oct 2024

https://github.com/autoviml/autoviz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

auto-sklearn automated-machine-learning automl automl-algorithms machine-learning python python3 scikit-learn tableau tpot visualization xgboost

Last synced: 10 Oct 2024

https://github.com/scikit-learn-contrib/lightning

Large-scale linear classification, regression and ranking in Python

machine-learning

Last synced: 26 Sep 2024

https://github.com/furkangozukara/stable-diffusion

Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney

ai-art coding computer-vision deep-learning deepfake deepfakes dreambooth education guide guides how-to learning machine-learning programming stable-diffusion text-to-image text-to-video tts tutorial tutorials

Last synced: 15 Oct 2024

https://github.com/fl33tw00d/whisper-turbo

Cross-Platform, GPU Accelerated Whisper 🏎️

audio machine-learning rust speech-recognition webgpu whisper windows

Last synced: 09 Oct 2024

https://github.com/VertaAI/modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

machine-learning mit model-management model-versioning modeldb verta

Last synced: 09 Nov 2024

https://github.com/cloud-cv/evalai

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

ai ai-challenges angular7 angularjs artificial-intelligence challenge django docker evalai evaluation leaderboard machine-learning python reproducibility reproducible-research

Last synced: 11 Oct 2024

https://github.com/pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

deep-learning embedded gpu machine-learning mobile neural-network tensor

Last synced: 07 Oct 2024

https://github.com/Franck-Dernoncourt/NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 07 Nov 2024

https://github.com/jermwatt/machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

artificial-intelligence autograd collab data-science deep-learning jax jupyter-notebook lecture-notes machine-learning machine-learning-algorithms mathematical-optimization neural-network numpy python slides

Last synced: 08 Nov 2024

https://github.com/franck-dernoncourt/neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 14 Oct 2024

https://github.com/tensorflow/addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

deep-learning machine-learning neural-network python tensorflow tensorflow-addons

Last synced: 07 Oct 2024

https://github.com/Lightning-Universe/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

ai gan image-processing machine-learning natural-language-processing pytorch supervised-learning

Last synced: 06 Nov 2024

https://github.com/ray-project/llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

anyscale fine-tuning llama2 llms machine-learning openai ray serving

Last synced: 10 Oct 2024

https://github.com/neonwatty/machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

artificial-intelligence autograd collab data-science deep-learning jax jupyter-notebook lecture-notes machine-learning machine-learning-algorithms mathematical-optimization neural-network numpy python slides

Last synced: 15 Oct 2024

https://github.com/bjoernkarmann/project_alias

Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you.

alias classification hack machine-learning microphone raspberry-pi smarthome sound-synthesis speech-recognition wakeword

Last synced: 11 Oct 2024

https://github.com/xinshuoweng/AB3DMOT

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

2d-mot-evaluation 3d-mot 3d-multi 3d-multi-object-tracking 3d-tracking computer-vision evaluation evaluation-metrics kitti kitti-3d machine-learning multi-object-tracking real-time robotics tracking

Last synced: 28 Oct 2024

https://github.com/xinshuoweng/ab3dmot

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

2d-mot-evaluation 3d-mot 3d-multi 3d-multi-object-tracking 3d-tracking computer-vision evaluation evaluation-metrics kitti kitti-3d machine-learning multi-object-tracking real-time robotics tracking

Last synced: 15 Oct 2024

https://github.com/vertaai/modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

machine-learning mit model-management model-versioning modeldb verta

Last synced: 09 Oct 2024

https://github.com/amir-abdi/keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

deep-learning keras machine-learning python tensorflow

Last synced: 10 Oct 2024

https://mitdbg.github.io/modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

machine-learning mit model-management model-versioning modeldb verta

Last synced: 03 Aug 2024

https://github.com/graph4ai/graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

deep-learning graph-neural-networks machine-learning natural-language-processing nlp pytorch

Last synced: 15 Oct 2024

https://github.com/hanleyweng/CoreML-in-ARKit

Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.

arkit augmented-reality coreml deep-learning ios machine-learning

Last synced: 28 Oct 2024

https://github.com/hanleyweng/coreml-in-arkit

Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.

arkit augmented-reality coreml deep-learning ios machine-learning

Last synced: 14 Oct 2024

https://github.com/pytorch/tnt

A lightweight library for PyTorch training tools and utilities

deep-learning machine-learning neural-network python pytorch reinforcement-learning

Last synced: 07 Oct 2024

https://github.com/ELS-RD/transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

deep-learning deployment inference machine-learning natural-language-processing server

Last synced: 04 Nov 2024

https://github.com/vahidk/effectivepytorch

PyTorch tutorials and best practices.

deep-learning ebook machine-learning neural-network pytorch

Last synced: 15 Oct 2024

https://github.com/vahidk/EffectivePyTorch

PyTorch tutorials and best practices.

deep-learning ebook machine-learning neural-network pytorch

Last synced: 27 Oct 2024

https://github.com/replicate/keepsake

Version control for machine learning

machine-learning version-control

Last synced: 15 Oct 2024

https://github.com/uber/manifold

A model-agnostic visual debugging tool for machine learning

incubation machine-learning visualization

Last synced: 15 Oct 2024

https://github.com/lightning-universe/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

ai gan image-processing machine-learning natural-language-processing pytorch supervised-learning

Last synced: 15 Oct 2024

https://github.com/els-rd/transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

deep-learning deployment inference machine-learning natural-language-processing server

Last synced: 09 Oct 2024

https://github.com/trekhleb/machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

ai artificial-intelligence colab colab-notebook javascript jupyter-notebooks keras machine-learning numpy python tensorflow

Last synced: 13 Oct 2024