Train and evaluate embeddings for similarity search with PyTorch. Includes contrastive losses, hard example mining, samplers, and retrieval metrics.
- metric-learning
- deep-learning
- computer-vision
- machine-learning
Repository Index
61,275 visible repositories in the index
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A curated list of data science blogs
TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]
- book
- lihang
- statistical-learning-methods
- machine-learning
The FLARE team's open-source tool to identify capabilities in executable files.
- malware-analysis
- reverse-engineering
- binary-analysis
- threat-intelligence
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
- progress
- bar
- progress-bar
- progressbar
Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.
- online-database
- no-code
- airtable
- database
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
- python
- attack
- adversarial-machine-learning
- poisoning
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
- python
- ai
- data-science
- data-visualization
Chronos: Pretrained Models for Time Series Forecasting
- forecasting
- large-language-models
- llm
- machine-learning
Hide screen when boss is approaching.
PaperSpine5 — local-first, evidence-bound paper research, writing, figures, review and delivery. Download: https://wubing2023.github.io/PaperSpine/v5/
A beautiful and useful prompt for your shell
- python
- powerline
- theme
- color-scheme
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
- macos
- mac
- vim
- sublime-text
Setup and customize deep learning environment in seconds.
- deep-learning
- jupyter
- lasagne
- caffe
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
- deep-neural-networks
- deep-learning
- object-detection
- anchor-free
Taming Stable Diffusion for Lip Sync!
- research
- diffusion-models
- lipsync
- video-gen
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
- audio
- machine-learning
- signal-processing
- audio-data
Ready-to-use and customizable users management for FastAPI
- python
- starlette
- fastapi
- async
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
TranslatedAutomatic integrate all Xiaomi devices to HomeAssistant via miot-spec, support Wi-Fi, BLE, ZigBee devices. Integration for connecting Xiaomi Mijia smart home devices to Hass
- xiaomi
- miio
- miot
- home-assistant
SD-Trainer. LoRA & Dreambooth training scripts & GUI use kohya-ss's trainer, for diffusion model.
- dreambooth
- finetune
- lora
- stable-diffusion
Generate audiobooks from EPUBs, PDFs and text with synchronized captions.
- audiobook
- audiobooks
- content-creation
- content-creator
Thirteen Claude skills that run an Instagram account: Reels off 26 scored hook formulas, a viral research skill, a caption linter, and a humanizer. Free, MIT.