Conda Open Source Projects

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

Open standard for machine learning interoperability

The interactive graphing library for Python :sparkles:

Never use print for debugging again

🦉 ML Experiments Management with Git

An open-source NLP research library, built on PyTorch.

Statsmodels: statistical modeling and econometrics in Python

A conda-forge distribution.

A python library for user-friendly forecasting and anomaly detection on time series.

视频硬字幕提取，生成srt文件。无需申请第三方API，本地实现文本识别。基于深度学习的视频字幕提取框架，包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

Uniform Manifold Approximation and Projection

The Fast Cross-Platform Package Manager

A system-level, binary package and environment manager running on all major operating systems and platforms.

Powerful system-level package manager for Linux, macOS and Windows written in Rust – building on top of the Conda ecosystem.

the portable Python dataframe library

Double-entry accounting system with a command-line reporting interface

Create delightful software with Jupyter Notebooks

A library of extension and helper modules for Python's data analysis and machine learning libraries.

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives

Python serial port access library

Quickly and accurately render even the largest data.

The official sources for the RDKit library

A DSL for data-driven computational pipelines

Interactive Widgets for the Jupyter Notebook

Jupyter kernel for the C++ programming language

Pythonic bindings for FFmpeg's libraries.

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

Sequential model-based optimization with a `scipy.optimize` interface

🏆 A ranked list of awesome python libraries for web development. Updated weekly.

napari: a fast, interactive, multi-dimensional image viewer for python

Open Catalyst Project's library of machine learning methods for catalysis

A Python wrapper for the tesseract-ocr API

Python bindings to the pointcloud library (pcl)

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.

Elyra extends JupyterLab with an AI centric approach.

Official code repository for GATK versions 4 and up

Python package for 3D geometry CAD/BIM/CAM

A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

Conda recipes for the bioconda channel.

Satellite imagery for dummies.

:package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump version.

A domain specific language to express machine learning workloads.

Convolutional Neural Network for 3D meshes in PyTorch

A minimalist production ready plugin system

Fast and flexible physics-based battery models in Python

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"

Package to call Python functions from the Julia language

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!

🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.

Deep learning software to decode EEG, ECG or MEG signals

Crocoddyl is an optimal control library for robot control under contact sequence. Its solver is based on various efficient Differential Dynamic Programming (DDP)-like algorithms

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]