Vishakha Kharpate's starred repositories
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.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
awesome-podcasts
Collection of awesome podcasts
jupyter-themes
Custom Jupyter Notebook Themes
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
ml-workspace
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Python_Tutorials
Python tutorials in both Jupyter Notebook and youtube format.
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
skope-rules
machine learning with logical rules in Python
deepmatcher
Python package for performing Entity and Text Matching using Deep Learning.
mli-resources
H2O.ai Machine Learning Interpretability Resources
ml-training-advanced
Materials for the "Advanced Scikit-learn" class in the afternoon
IPython-parallel-tutorial
tutorial materials for IPython.parallel
kaggle-quora-question-pairs
My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
the-signature-method-in-machine-learning
Foundations and Applications
python_batch_geocode
Python script for geocoding addresses in batches using Google Geocode API
Restaurant_success_model
A model that predicts if a restaurant is going to fail within the next 4 years.
Essential-Math
Lab files for Essential Math course
brookings-nlp
Teaching materials for the text analytics course
ucu-nlp-workshop
Supplementary resources for the NLP Summer Workshop I taught at UCU.