Set up and maintain a machine learning project in Tensorflow with a single script.
created at Dec. 19, 2022, 8:51 p.m.
TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.
created at Dec. 3, 2021, 7:41 a.m.
Sarus implementation of classical ML models. The models are implemented using the Keras API of tensorflow 2. Vizualization are implemented and can be seen in tensorboard.
created at July 6, 2020, 2:20 p.m.
Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !
created at Feb. 22, 2019, 8:01 p.m.
TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"
created at Nov. 30, 2018, 3:50 a.m.
StellarGraph - Machine Learning on Graphs
created at April 13, 2018, 7:35 a.m.
A best practice for tensorflow project template architecture.
created at Jan. 21, 2018, 7:14 p.m.
The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"
created at Dec. 13, 2017, 5:06 p.m.
Re-implement CycleGAN in Tensorlayer
created at Sept. 22, 2017, 3:26 p.m.
High level network definitions with pre-trained weights in TensorFlow
created at Sept. 19, 2017, 5:19 a.m.
Chatbot in 200 lines of code using TensorLayer
created at Sept. 5, 2017, 11:11 p.m.
A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env
created at Aug. 10, 2017, 5:33 p.m.
A Tensorfflow implementation of Attend, Infer, Repeat
created at July 31, 2017, 12:27 p.m.
Spatial Transformer Nets in TensorFlow/ TensorLayer
created at June 23, 2017, 2:28 p.m.
Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
created at June 20, 2017, 10:05 p.m.
Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
created at June 18, 2017, 11:13 p.m.