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 BER
$ git clone https://github.com/curiousily/Getting-Things-Done-with-Pytorch.gitRust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
็จMLPใTextCNNใRNNใLSTMใGRUใAttentionใRCNNใBERTๅๆๆฌๅ็ฑปใๆ ๆๅๆ๏ผๅฏนๆฏๅๆจกๅไบๆธฉๆณๆ ๆธธ่ฏ่ฎบๅ็ฑป่ฏญๆไธๅจๆ ๆๅ็ฑปไปปๅกไธ็่กจ็ฐ
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
Portfolio of capstone projects from AI & Technology, Data Science, AI Internship, Machine Learning and AI Humanities Honors. CNN pneumonia detection on chest X-rays (>90% accuracy), healthcare EDA, diabetes risk prediction and AI ethics research. Python, scikit-learn, TensorFlow/Keras.
Data from GitHub ยท snapshot Sep 24, 2026