Python Tensorflow

Open-source Python projects categorized as Tensorflow

Top 23 Python Tensorflow Projects

  • GitHub repo Keras

    Deep Learning for humans

    Project mention: [Project] I'm trying to implement StyleGAN2 in Keras to better understand its structure and just AAAAAAAA | reddit.com/r/learnmachinelearning | 2021-05-17
  • GitHub repo transformers

    🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

    Project mention: [eclectus] - a free tool for stock research, I used nlp to summarize important sec filings | reddit.com/r/SideProject | 2021-06-13

    If I was to do it again I would use Pegasus implemented with hugging face's tranformers https://huggingface.co/transformers/ https://huggingface.co/transformers/model_doc/pegasus.html

  • GitHub repo bert

    TensorFlow code and pre-trained models for BERT

    Project mention: [1810.04805] BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | reddit.com/r/Regressions | 2021-06-02

    PDF link Landing page

  • GitHub repo Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    Project mention: I decided to create a version of Fitter Happier, but with Thom's synthesized voice. | reddit.com/r/radiohead | 2021-05-29

    I used this github repository and this interview (I chose that interview because the background noise is clean)

  • GitHub repo data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

    Project mention: Beginner in Python for Data Science | reddit.com/r/learnpython | 2020-12-27

    data science ipython notebooks

  • GitHub repo Mask_RCNN

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

    Project mention: How can I use machine learning to count bikes and cars on some video footage? | reddit.com/r/artificial | 2021-05-29

    object detection with mask rcnn is an approach

  • GitHub repo spleeter

    Deezer source separation library including pretrained models.

    Project mention: DE AQUEL AMOOOOR DE MÚSICA LIGERAAA | reddit.com/r/dankgentina | 2021-06-14
  • GitHub repo facenet

    Face recognition using Tensorflow

    Project mention: CompreFace - Free and open-source self-hosted face recognition system from Exadel | reddit.com/r/selfhosted | 2021-05-07

    As for me, openface is already outdated - the latest release was in 2016. If you look for a library, the easiest to use is ageitgey/face_recognition. The more accurate libraries are davidsandberg/facenet and deepinsight/insightface.

  • GitHub repo horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

    Project mention: SKLean, TensorFlow, etc vs Spark ML? | reddit.com/r/apachespark | 2021-02-12

    I'm the maintainer for an open source project called Horovod that allows you to distribute deep learning training (e.g., TensorFlow) on platforms like Spark.

  • GitHub repo d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

    Project mention: I created a way to learn machine learning through Jupyter | reddit.com/r/learnmachinelearning | 2021-04-30

    There are actually some online books and courses built on Jupyter Notebook ([Dive to Deep Learning Book](https://github.com/d2l-ai/d2l-en) for example). However yours is more detail and could really helps beginners.

  • GitHub repo nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

    Project mention: [D] Efficient ways of choosing number of layers/neurons in a neural network | reddit.com/r/statistics | 2021-04-20

    optuna, hyperopt, nni, plenty of less-known tools too.

  • GitHub repo TFLearn

    Deep learning library featuring a higher-level API for TensorFlow.

    Project mention: Base ball | dev.to | 2021-03-20

    Both the teams in a game are given their individual ID values and are made into vectors. Relevant data like the home and away team, home runs, RBI’s, and walk’s are all taken into account and passed through layers. There’s no need to reinvent the wheel here, there's a multitude of libraries that enable a coder to implement machine learning theories efficiently. In this case we will be using a library called TFlearn, documentation available from http://tflearn.org. The program will output the home and away teams as well as their respective score predictions.

  • GitHub repo bert-as-service

    Mapping a variable-length sentence to a fixed-length vector using BERT model

    Project mention: Needed 100% to pass a safety quiz, need to wait a week to retake | reddit.com/r/mildlyinfuriating | 2021-01-12

    You joke but

  • GitHub repo datasets

    🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

    Project mention: Build an Embeddings index with Hugging Face Datasets | dev.to | 2021-01-28

    This article shows how txtai can index and search with Hugging Face's Datasets library. Datasets opens access to a large and growing list of publicly available datasets. Datasets has functionality to select, transform and filter data stored in each dataset.

  • GitHub repo autokeras

    AutoML library for deep learning

    Project mention: Technical documentation that just works | news.ycombinator.com | 2021-05-27
  • GitHub repo seq2seq

    A general-purpose encoder-decoder framework for Tensorflow

    Project mention: Tegin huvitava avastuse. Google translate tõlkides automaatselt määrab meie ilma soota asesõnad inglise keeles sooliseks olenevalt sellest, mis ametinimetust lauses kasutad. | reddit.com/r/Eesti | 2021-02-05

    Treenimiseks antakse masinale (https://github.com/google/seq2seq) väga palju tõlkepaare sisse, kui need tõlkepaarid ongi tänapäevasest stereotüüpsest maailmast siis väga midagi sinna parata ei saa. Keegi teadlikult vähemalt seda masinat stereotüüpseks ei teinud.

  • GitHub repo MMdnn

    MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML. (by microsoft)

    Project mention: [D] Tools for converting TF code to Pytorch | reddit.com/r/MachineLearning | 2021-02-01
  • GitHub repo best-of-ml-python

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

    Project mention: Are there any speech recognition modules so I can write one and do not have to rely on google and the likes? | reddit.com/r/learnmachinelearning | 2021-04-18
  • GitHub repo Learning-to-See-in-the-Dark

    Learning to See in the Dark. CVPR 2018

    Project mention: This AI fixes your dark photos.. | reddit.com/r/Damnthatsinteresting | 2021-02-12

    I think this algorithm can be applied to cameras. If you know coding, you can check out this: https://github.com/cchen156/Learning-to-See-in-the-Dark

  • GitHub repo textgenrnn

    Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

    Project mention: makeitmetal.net - A metal band name generator using Python/Tensorflow | reddit.com/r/Python | 2021-06-01

    I started off with the model from textgenrnn, which is an RNN with LSTM layers. I'm not an expert on deep learning or different model architectures, and textgenrnn is a great starting point because you can use pretrained weights as a starting point for your model. I tweaked the model architecture slightly to allow multiple context labels, but most of the work on this project was porting the model to TensorFlow.js so it could run in the browser once I'd trained it in Python.

  • GitHub repo jina

    An easier way to build neural search on the cloud

    Project mention: My open-source project is on Github trending #1 spot. I'm elated :), AMA | reddit.com/r/github | 2021-06-15

    It's been almost 1.5 yr since we launched this open source project Jina - A Neural Search framework. And today, we end up in Github Trending #1 spot.

  • GitHub repo MindsDB

    Predictive AI layer for existing databases.

    Project mention: Launch HN: MindsDB (YC W20) – Machine Learning Inside Your Database | news.ycombinator.com | 2021-02-19

    Here's an issue that enumerates all pending tasks for a first iteration of this feature: https://github.com/mindsdb/mindsdb/issues/1116

  • GitHub repo imagededup

    😎 Finding duplicate images made easy!

    Project mention: How to remove duplicate images from your dataset (Also CIFAR-100 has issues) | reddit.com/r/computervision | 2021-02-01

    I had used phash to find the duplicate images. The hashing algorithm is ingenious...And it was able to find duplicates (and thus remove) efficiently imagededub has perceptual hashing.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-06-15.

Index

What are some of the best open-source Tensorflow projects in Python? This list will help you:

Project Stars
1 Keras 51,308
2 transformers 46,980
3 bert 28,246
4 Real-Time-Voice-Cloning 24,744
5 data-science-ipython-notebooks 21,197
6 Mask_RCNN 20,099
7 spleeter 16,631
8 facenet 11,840
9 horovod 11,297
10 d2l-en 10,071
11 nni 9,769
12 TFLearn 9,549
13 bert-as-service 9,315
14 datasets 8,352
15 autokeras 7,998
16 seq2seq 5,409
17 MMdnn 5,354
18 best-of-ml-python 5,300
19 Learning-to-See-in-the-Dark 5,057
20 textgenrnn 4,415
21 jina 3,919
22 MindsDB 3,766
23 imagededup 3,621