Sigma Quan

Better-Python-59-Ways. Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin

NTM-Keras. An attempt at replicating "Neural Turing Machines" in Keras.

Awesome-Chinese-Corpus-Datasets-and-Models. Awesome Chinese Corpus Datasets and Models.

ELWM. External Long-term and Working Memory augmented Recurrent Neural Networks (ELWM).

rnn-tutorial-gru-lstm. Language Model GRU with Python and Theano

Cosmos. Cosmos is a world model development platform that consists of world foundation models, tokenizers and video processing pipeline to accelerate the development of Physical AI at Robotics & AV labs. Cosmos is purpose built for physical AI. The Cosmos repository will enable end users to run the Cosmos models, run inference scripts and generate videos.

ERNIE. An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

deep-reinforcement-learning-papers. A list of recent papers regarding deep reinforcement learning

ACL-Papers-on-CIP. Ten Years ACL Papers on Chinese Information Processing

DARQN. Deep Attention Recurrent Q-Network

AutoEncoder. Implementation of Semantic Hashing. Modified from Ruslan Salakhutdinov and Geoff Hinton's code of training Deep AutoEncoder

EMNLP-Papers-on-CIP. Ten Years EMNLP Papers on Chinese Information Processing

LLMs-from-scratch. Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

keras-rl. Deep Reinforcement Learning for Keras.

ADNC. Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.

awesome-free-deep-learning-papers.

Capsule-Networks-Notebook-MNIST. Easy to understand Pytorch implementation of Capsule Networks in Jupyter notebook.

EssentialMath. Jupyter Notebook

convergent_learning. Code for paper "Convergent Learning: Do different neural networks learn the same representations?"