AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

All about Neural Networks!

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Log Anomaly Detection - Machine learning to detect abnormal events logs

Your Advanced Twitter stalking tool

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

A list of Twitter datasets and related resources.

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

Music recommender using deep learning with Keras and TensorFlow

Evaluation of the CNN design choices performance on ImageNet-2012.

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Data collection tool for social media analytics