TensorFlow¶
The largest and most popular Deep Learning framework, created and maintained by Google. It supports execution on GPU, CPU, and TPU (Google’s proprietary ML acceleration hardware). TensorFlow also contains facilities for data pipelining and distributed training.
Logo |
|
|---|---|
Website |
|
Repository |
|
Byline |
An open source machine learning framework for everyone. |
License |
Apache 2.0 |
Project age |
5 years 7 months |
Backers |
|
Lastest News (2021-05-27) |
Introducing TensorFlow Decision Forests We are happy to open source TensorFlow Decision Forests (TF-DF). TF-DF is a collection of … more |
Size score (1 to 10, higher is better) |
10.0 |
Trend score (1 to 10, higher is better) |
5.5 |
Education Resources¶
URL |
Resource Type |
Description |
|---|---|---|
Documentation |
Official API documentation. |
|
Project Website |
TensorFlow tutorials website, with coverage from beginners to more experienced. Because TensorFlow has been changing its interface almost every release, we cannot say which tutorials will actually work any given release. |
Git Commit Statistics¶
Statistics computed using Git data through May 31, 2021.
Statistic |
Lifetime |
Last 12 Months |
|---|---|---|
Commits |
148,757 |
59,890 |
Lines committed |
325,553,382 |
91,405,785 |
Unique committers |
3,385 |
775 |
Core committers |
17 |
17 |
Similar Projects¶
Project |
Size Score |
Trend Score |
Byline |
|---|---|---|---|
7.0 |
6.0 |
Deep Learning for humans |
|
7.75 |
3.25 |
A flexible and efficient library for deep learning. |
|
8.75 |
7.75 |
Tensors and Dynamic neural networks in Python with strong GPU acceleration. |
|
7.25 |
5.5 |
A WebGL accelerated JavaScript library for training and deploying ML models. |
|
7.75 |
4.75 |
The fastai deep learning library, plus lessons and tutorials |