Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-list
https://github.com/netguru/awesome-list
- Common-Voice - Multi language, open source database with voice samples that anyone can use to train speech-enabled applications.
- AI-Blocks - a powerful and intuitive
- Luna Studio - Hybrid textual and visual
- fast.ai - The fastai library simplifies
- PyTorch - Tensors and Dynamic neural
- tensorflow - An Open Source
- neon - Intel® Nervana™ reference
- cleverhans - An adversarial
- Netron - a viewer for neural network,
- Online viewer
- List of conversion tools for DNN models - list of many libraries (github projects) that provides options for converting DNN models between different frameworks
- umap - dimension reduction technique that
- DALI - A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications [docs](https://docs.nvidia.com/deeplearning/sdk/dali-developer-guide/docs/index.html)
- gin-config - Gin provides
- imbalanced-learn - A python package offering a number of re-sampling techniques. Compatible with scikit-learn, is part of scikit-learn-contrib projects.
- mlxtend - A library of extension and
- numpy - The fundamental package for
- PyOD - Outlier detection library
- RAPIDS - Open GPU Data Science. More
- here
- scikit-learn - machine
- scikit-learn-laboratory (SKLL) - CLI
- scipy - open-source software for
- statsmodels - statistical
- SymPy - A computer algebra system written in pure Python, library for symbolic mathematics
- Vaex - Out-of-Core DataFrames for Python, visualize and explore big tabular data at a billion rows per second. [Project page](https://vaex.io/)
- Allen NLP - An open-source NLP research
- PyText - A natural language
- pytorch-transformers
- flair - A very simple framework
- gensim - Topic modeling
- spaCy - spaCy is a library for advanced
- TextBlob - Simple, Pythonic, text
- hyperopt - Distributed Asynchronous
- nevergrad - A Python toolbox
- pyro - Deep universal probabilistic
- pgmpy - Python Library for Probabilistic
- surprise - A Python scikit for
- warp-ctc - loss function to
- DeepSpeech - A TensorFlow
- speech-to-text-wavenet
- pykaldi - A Python wrapper for Kaldi -
- pytorch-kaldi - pytorch-kaldi
- gradio - Library to easily integrate models into existing python (web) apps.
- glow - Compiler for Neural Network hardware
- jax - Composable transformations of
- numba - NumPy aware dynamic Python compiler
- csvkit - A suite of utilities for
- redash - Connect to any data source,
- odo - Odo migrates between many formats. These include in-memory structures like list, pd.DataFrame and np.ndarray and also data outside of Python like CSV/JSON/HDF5 files, SQL databases, data on remote machines, and the Hadoop File System.
- doccano - Open source text annotation tool for machine learning practitioners.
- snorkel - A system for
- scrapy - high-level library to write
- Quilt - Quilt versions and deploys data
- matplotlib - plotting with Python
- bokeh - Interactive Web Plotting for Python
- plotly - An open-source, interactive
- dash - Analytical Web Apps for Python. No
- Jupyter Dashboards - Jupyter layout
- vega - visualization grammar, a declarative
- schema crawler - a tool
- scikit-plot - sklearn wrapper to automate
- featuretools - an open source python framework for automated feature engineering.
- nvtop - a (h)top like task monitor for NVIDIA GPUs.
- s2i - Source-to-Image (S2I) is a toolkit and workflow for building reproducible container images from source code. S2I produces ready-to-run images by injecting source code into a container image and letting the container prepare that source code for execution. By creating self-assembling builder images, you can version and control your build environments exactly like you use container images to version your runtime environments.
- luigi - Luigi is a Python module that
- pywren - parfor on AWS Lambda
- horovod - Distributed training framework
- dask - library for parallel computing in Python with dynamic task scheduling: numpy computation graphs.
- shap - A unified approach to explain the output of any machine learning model
- tensorboardX - tensorboard for
- Weights and Biases - Experiment Tracking for Deep
- pandas-profiling - tool for generating exploratory data
Programming Languages
Keywords
python
34
machine-learning
25
deep-learning
17
data-science
11
pytorch
11
neural-network
8
tensorflow
8
visualization
7
natural-language-processing
6
numpy
6
nlp
5
neural-networks
4
gpu
4
speech-recognition
4
data-analysis
3
statistics
3
mxnet
3
data-mining
3
scikit-learn
3
plotting
3
ai
3
keras
3
javascript
2
data-augmentation
2
spark
2
paddle
2
ml
2
machinelearning
2
unsupervised-learning
2
word-embeddings
2
plotly-dash
2
plotly
2
deeplearning
2
named-entity-recognition
2
d3
2
scipy
2
jupyter
2
nlp-library
2
data-visualization
2
jax
2
caffe
2
language-model
2
dashboard
2
speech
2
artificial-intelligence
2
notebooks
2
kaldi
2
asr
2
deep-neural-networks
2
entity-linking
1