Pinned

1. transformer-cnn-emotion-recognition transformer-cnn-emotion-recognition Public

   Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transformers, and everything in between

   Jupyter Notebook 211 41

2. DCGAN-Rectangular-GANHacks2 DCGAN-Rectangular-GANHacks2 Public

   A DCGAN implementing all the tricks from recent papers up to 2020 and from all over the internet. Trained on CelebA at 157x128. "GAN Hacks 2", if you will.

   Jupyter Notebook 13 1

3. sklearn-audio-classification sklearn-audio-classification Public

   An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

   Jupyter Notebook 67 16

4. NLP-keras-nltk-lime NLP-keras-nltk-lime Public

   Classification of tweets pertinent to disaster events. NLP basics with a focus on text embedding, interpretability and the use of LIME, and Keras to build a 1D CNN

   Jupyter Notebook 2 1

5. async-pubmed-scraper async-pubmed-scraper Public

   PubMed scraper for async search on a list of keywords and concurrent extraction of all found URLs, returning a DataFrame/CSV containing all article data (title, abstract, authors, affiliations, etc)

   Python 22 14

6. fcs-manager fcs-manager Public

   Enables manipulation of FCS3.0 and FCS3.1 files using PANDAS DataFrames for convenient file type conversions and feed-through into automated flow data processing and visualization pipelines

   Python 1