Thiya's repositories
skorchxW-B
Automate ML experiments with skorch and W&B
mrs_spellings
a micro utility to generate plausible misspellings
semantic-segmentation
Semantic Segmentation Project for Self Driving Cars
bert-stable-fine-tuning
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
transformers-notebook
Resources regarding Transformers library
MixText
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Cross-Domain_NER
Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper
knowbert
KnowBert -- Knowledge Enhanced Contextual Word Representations
transformers-2
Implementations of transformer models in pytorch
AI-for-Healthcare-Nanodegree
Learn to build, evaluate, and integrate predictive models that have the power to transform patient outcomes. Begin by classifying and segmenting 2D and 3D medical images to augment diagnosis and then move on to modeling patient outcomes with electronic health records to optimize clinical trial testing decisions. Finally, build an algorithm that uses data collected from wearable devices to estimate the wearer’s pulse rate in the presence of motion.
fsdl-text-recognizer-project
The source repository is at https://github.com/full-stack-deep-learning/fsdl-text-recognizer
transfer-nlp
NLP library designed for reproducible experimentation management
text_generation
Notebooks to better understand text generation
Hairstyle-Transfer
💇🏻♀️ An end-to-end workflow for editing hair attributes on real faces
t5-intro
Introduction to the recently released T5 model from the paper - Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Blindness-Detection-Diabetic-Retinopathy-
This is a 5 Class Image Classification Task based on a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (CNN). This Automated System would speed up Blindness detection on Patients
Wave-U-Net-for-Speech-Enhancement
Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.
SIFRank_zh
Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
nnmnkwii_gallery
A collection of examples demonstrating how we can build speech synthesis systems using nnmnkwii.
Siamese-Networks
Few Shot Learning by Siamese Networks, using Keras.
albert_pytorch
A Lite Bert For Self-Supervised Learning Language Representations
pytorch-transformers-classification
Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
HAN
Heterogeneous Graph Neural Network
deep-learning-with-pytorch
Deep learning lectures I am holding for the MSc on Data Science and Scientific Computing
PythonVerbalExpressions
Python regular expressions made easy
vecalign
Improved Sentence Alignment in Linear Time and Space
deepgenerativemodeling
Towards Generative Modeling from (variational) Autoencoder to DCGAN
awesome-pretrained-stylegan
A collection of pre-trained StyleGAN models to download