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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://dmbee.github.io/seglearn/

Python module for machine learning time series:

data-science machine-learning python time-series

Last synced: 01 Aug 2024

https://github.com/dmbee/seglearn

Python module for machine learning time series:

data-science machine-learning python time-series

Last synced: 30 Jul 2024

https://github.com/sergeytulyakov/mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

computer-vision machine-learning video-generator

Last synced: 09 Aug 2024

https://github.com/EmuKit/emukit

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

bayesian-optimization bayesian-quadrature decision-making emulation experimental-design machine-learning multi-fidelity python sensitivity-analysis uncertainty-quantification

Last synced: 01 Aug 2024

https://github.com/kakao/n2

TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets

approximate approximate-nearest-neighbor-search go k-nearest-neighbors knn machine-learning ml nearest-neighbor-search python

Last synced: 01 Aug 2024

https://github.com/kreeben/resin

Vector space index based search engine that's available as a HTTP service or as an embedded library.

information-retrieval language-model machine-learning nlu nlu-engine resin search search-algorithms search-engine vector-space vector-space-model

Last synced: 31 Jul 2024

https://github.com/GRAAL-Research/poutyne

A simplified framework and utilities for PyTorch

data-science deep-learning keras machine-learning neural-network python pytorch

Last synced: 31 Jul 2024

https://github.com/LearnDataSci/articles

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

data-analysis data-science data-visualization machine-learning machine-learning-algorithms machinelearning python

Last synced: 01 Aug 2024

https://github.com/yassouali/ML-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

computer-vision deep-learning machine-learning natural-language-processing nlp summary

Last synced: 01 Aug 2024

https://github.com/inoryy/reaver

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

actor-critic artificial-intelligence deep-learning deepmind machine-learning pysc2 reinforcement-learning starcraft-ii starcraft2 tensorflow

Last synced: 01 Aug 2024

https://github.com/jerryji1993/DNABERT

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

deep-learning dnabert-model genome gpu kmer kmer-format machine-learning natural-language-processing nlp sequence

Last synced: 08 Aug 2024

https://github.com/xboot/libonnx

A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

ai baremetal c dedeep-neural-networks deep-learning embedded embedded-systems hardware-acceleration inference library lightweight machine-learning neural-network onnx portable

Last synced: 01 Aug 2024

https://github.com/hi-abhi/tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

deep-learning machine-learning neural-networks reinforcement-learning tensorflow

Last synced: 07 Aug 2024

https://github.com/ggozad/oterm

a text-based terminal client for Ollama

llm llms machine-learning ollama python terminal

Last synced: 31 Jul 2024

https://github.com/rushter/heamy

A set of useful tools for competitive data science.

data-science machine-learning stacking

Last synced: 03 Aug 2024

https://github.com/EducationalTestingService/skll

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.

hacktoberfest machine-learning python scikit-learn

Last synced: 30 Jul 2024

https://github.com/Maknee/minigpt4.cpp

Port of MiniGPT4 in C++ (4bit, 5bit, 6bit, 8bit, 16bit CPU inference with GGML)

c cpp deep-learning ggml machine-learning minigpt4 multimodal quantization

Last synced: 01 Aug 2024

https://github.com/firmai/pandapy

PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

algorithmic-trading arrays data-science data-structures finance machine-learning numpy pandas structured-data

Last synced: 01 Aug 2024

https://github.com/cstjean/ScikitLearn.jl

Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/

julia machine-learning

Last synced: 31 Jul 2024

https://github.com/RelevanceAI/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 02 Aug 2024

https://github.com/vector-ai/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 15 Aug 2024

https://github.com/ydli-ai/CSL

[COLING 2022] CSL: A Large-scale Chinese Scientific Literature Dataset 中文科学文献数据集

chinese-nlp dataset machine-learning scientific-publications

Last synced: 01 Aug 2024

https://github.com/l3p-cv/lost

Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.

annotation-framework annotation-process annotation-tool bounding-boxes computer-vision image-annotation machine-learning machine-vision polygon-annotations

Last synced: 03 Aug 2024

https://github.com/davidbau/rewriting

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

deep-learning gans graphics hci machine-learning research vision

Last synced: 01 Aug 2024

https://github.com/henripal/labnotebook

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

experiment-manager experimental-data machine-learning postgres postgresql python reproducibility reproducible-research vuejs webapp

Last synced: 01 Aug 2024

https://github.com/ai-techsystems/deepC

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

arduino arduino-nano-33-ble-sense arm64 deep-learning edge-devices esp32 esp8266 inference-framework machine-learning microcontrollers nxp-cortex odroid onnx raspberry-pi raspberrypi sparkfun-products stm32 stm32f4 tinyml

Last synced: 02 Aug 2024

https://github.com/tensorlayer/TensorLayerX

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

deep-learning jittor machine-learning mindspore neural-network oneflow paddlepaddle python pytorch tensorflow tensorlayer tensorlayerx

Last synced: 04 Aug 2024

https://github.com/mangiucugna/json_repair

A python module to repair invalid JSON, commonly used to parse the output of LLMs

deep-learning gpt-4 json llama3 llm machine-learning mistral openai-api parser repair

Last synced: 01 Aug 2024

https://github.com/lancedb/vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs

agents ai deep-learning embeddings fine-tuning gpt gpt-4-vision langchain llama-index llms machine-learning multimodal openai rag vector-database

Last synced: 01 Aug 2024

https://github.com/bradleyboehmke/data-science-learning-resources

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

data-science machine-learning

Last synced: 02 Aug 2024

https://github.com/pykeio/ort

A Rust wrapper for ONNX Runtime

ai bindings inference machine-learning onnx onnx-runtime onnxruntime rust

Last synced: 01 Aug 2024

https://github.com/davidrosenberg/mlcourse

Machine learning course materials.

course-materials machine-learning

Last synced: 31 Jul 2024

https://github.com/google/tacotron

Audio samples accompanying publications related to Tacotron, an end-to-end speech synthesis model.

audio machine-learning prosody speech tacotron tts

Last synced: 01 Aug 2024

https://github.com/ronibandini/reggaetonBeGone

Detects reggaeton genre with Machine Learning and sends packets to disable BT speakers (hopefully)

bluetooth ddos machine-learning music python reggaeton

Last synced: 02 Aug 2024

https://github.com/HDI-Project/ATM

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).

automl data-science distributed-computing hyperparameter-optimization machine-learning

Last synced: 06 Aug 2024

https://hdi-project.github.io/ATM/

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).

automl data-science distributed-computing hyperparameter-optimization machine-learning

Last synced: 03 Aug 2024

https://github.com/up42/image-similarity-measures

:chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.

evaluation-metrics image machine-learning metrics p1 processing

Last synced: 03 Aug 2024

https://github.com/philipperemy/deep-learning-bitcoin

Exploiting Bitcoin prices patterns with Deep Learning.

artificial-intelligence bitcoin deep-learning machine-learning

Last synced: 01 Aug 2024

https://github.com/lean-dojo/LeanDojo

Tool for data extraction and interacting with Lean programmatically.

lean lean4 machine-learning theorem-proving

Last synced: 31 Jul 2024

https://github.com/OpenLemur/Lemur

[ICLR 2024] Lemur: Open Foundation Models for Language Agents

code-generation language-model machine-learning natural-language-processing nlp text-reasoning

Last synced: 03 Aug 2024

https://github.com/RunLLM/aqueduct

Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.

ai data data-science kubernetes llm llms machine-learning ml ml-infrastructure ml-monitoring mlops orchestration python python3

Last synced: 01 Aug 2024

https://github.com/aqueducthq/aqueduct

Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.

ai data data-science kubernetes llm llms machine-learning ml ml-infrastructure ml-monitoring mlops orchestration python python3

Last synced: 17 Aug 2024

https://github.com/nextcloud/recognize

👁 👂 Smart media tagging for Nextcloud: recognizes faces, objects, landscapes, music genres

ai face-recognition machine-learning media-services music music-genre-classification nextcloud object-recognition photos

Last synced: 31 Jul 2024

https://github.com/dair-ai/pytorch_notebooks

🔥 A collection of PyTorch notebooks for learning and practicing deep learning

deep-learning machine-learning nlp pytorch

Last synced: 03 Sep 2024

https://github.com/neuml/codequestion

🔎 Semantic search for developers

machine-learning nlp python search txtai

Last synced: 31 Jul 2024

https://github.com/HoloClean/holoclean

A Machine Learning System for Data Enrichment.

data-enrichment data-science inference-engine machine-learning pytorch

Last synced: 02 Aug 2024

https://github.com/CornellNLP/ConvoKit

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

computational-social-science conversational-ai conversational-analysis conversations dataset dialogs machine-learning nlp toolkit

Last synced: 30 Jul 2024

https://github.com/segment-any-text/wtpsplit

Code for Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation

deep-learning machine-learning natural-language-processing pretrained-models python sentence-boundary-detection sentence-segmentation sentence-segmenter

Last synced: 30 Jul 2024

https://github.com/mmasana/FACIL

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

continual-learning deep-learning framework incremental-learning lifelong-learning machine-learning reproducible-research survey

Last synced: 03 Aug 2024

https://github.com/CornellNLP/Cornell-Conversational-Analysis-Toolkit

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

computational-social-science conversational-ai conversational-analysis conversations dataset dialogs machine-learning nlp toolkit

Last synced: 05 Aug 2024

https://github.com/eugeneyan/ml-design-docs

📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

design design-docs machine-learning

Last synced: 03 Aug 2024

https://github.com/WangQvQ/YOLOMagic

YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for visual tasks.

deep-learning gradio machine-learning onnx pytorch tflite yolo yolov5

Last synced: 02 Aug 2024

https://github.com/mpaepper/content-chatbot

Build a chatbot or Q&A bot of your website's content

deep-learning llm machine-learning

Last synced: 31 Jul 2024

https://github.com/subho406/OmniNet

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

artificial-intelligence deep-learning image-captioning machine-learning multimodal-learning multitask-learning neural-network nlp transformer video-recognition

Last synced: 07 Aug 2024

https://github.com/allenai/tango

Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.

ai machine-learning nlp python python3 pytorch

Last synced: 02 Aug 2024

https://github.com/NVlabs/pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

computer-vision deep-learning machine-learning

Last synced: 07 Aug 2024

https://github.com/AmazaspShumik/sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

bayesian bayesian-machine-learning machine-learning python scikit-learn

Last synced: 31 Jul 2024

https://github.com/understandable-machine-intelligence-lab/Quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

deep-learning explainable-ai interpretability machine-learning pytorch quantification-evaluation-methods reproducibility tensorflow xai

Last synced: 03 Aug 2024

https://github.com/linkedin/FastTreeSHAP

Fast SHAP value computation for interpreting tree-based models

explainable-ai interpretability lightgbm machine-learning random-forest shap xgboost

Last synced: 07 Aug 2024

https://github.com/SeldonIO/mlserver

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

kfserving lightgbm machine-learning mlflow scikit-learn seldon-core xgboost

Last synced: 03 Aug 2024

https://github.com/SeldonIO/MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

kfserving lightgbm machine-learning mlflow scikit-learn seldon-core xgboost

Last synced: 31 Jul 2024