Deep Learning for humans

all kinds of text classification models and more with deep learning

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, MiniCPM, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc,…

95.47% on CIFAR10 with PyTorch

A tool for extracting plain text from Wikipedia dumps

Machine learning glossary

Starter code for working with the YouTube-8M dataset.

Speech Recognition using DeepSpeech2.

Code Samples from Neural Networks for NLP

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

Kaggle Youtube 8M WILLOW approach

Code of PhoenixLin(3rd place) in the 2nd Youtube8M Video Understanding Challenge

TensorFlow-based implementation of (Gaussian) Mixture Model and some other examples.

This is the repository for our AAAI 2019 publication: Personalized Question Routing via Heterogeneous Network Embedding

Portal Tutorial