Dhanashri Nair's repositories
Webscraping
Webscraping project
data-science-interviews
Data science interview questions and answers
nlp_highlights
The most important NLP highlights of 2018 (PDF Report)
nlp-recipes
Natural Language Processing Best Practices & Examples
TwitterBot_Ds
code for medium post on Twitter Bot for Data scientist
machine-learning-systems-design
A booklet on machine learning systems design with exercises
distil-bilstm
Scripts to train a bidirectional LSTM with knowledge distillation from BERT
d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
keras-tuner
Hyperparameter tuning for humans
headliner
🏖 Easy training and deployment of seq2seq models.
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
stat479-machine-learning-fs19
Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
models
A collection of pre-trained, state-of-the-art models in the ONNX format
Git-Commands
A list of commonly used Git commands
co-learning-lounge
Welcome to the one point community-driven encyclopedia for anything in technology.
ERNIE
An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
what-to-code
Ideas for things to program
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
ideas
:rocket: Ideas for everyone under a CC licence. Feel free to use.
xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding