Amit Kayal's repositories
ballr
Interactive NBA Shot Charts with R and Shiny
Bengali-Handwritten-Character-Recognition-Using-Convolutional-Neural-Networks
Implementation of convolutional neural networks (CNNs) of increasing complexity for classification of handwritten Bengali characters. The deepest network achieves 94.2% accuracy on test data, compared to 85.96% reported on the latest paper using CNNs for Bengali OCR.
cs231n.assignments
My assignment solutions for the cs231n class.
data-science-tutorial
Code material for a data science tutorial
DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
DataScienceSpCourseNotes
Compiled Notes for all 9 courses in the Coursera Data Science Specialization
DCGAN-Keras
Deep Convolutional Generative Adverserial Networks
GLAssignments
GLAssignments Code and Analysis
GreatLakesASSIGNMENTS
GreatLakesAssignments
hotel-review-analysis
Sentiment analysis and aspect classification for hotel reviews using machine learning models with MonkeyLearn.
Image-Captioning-2
Image Captioning using InceptionV3 and beam search
IntroToTextAnalyticsWithR
Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
Kaggle
Codes for Kaggle Competitions
label_smoothing
Corrupted labels and label smoothing
learning-social-media-analytics-with-r
This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt
lexstartstopinstances
Amazon Lex - Start Stop EC2 Instances Example
Logstash_tutorial
A small exercice to test the filter comprehension
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
Math-for-MachineLearning
A repository containing essential math courses for machine learning aspirants!
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
my.ai.ml.lab
Notes and codes on AI/ML topics
nyc-citibike-data
NYC Citi Bike system data and analysis
predicting-poverty
Combining satellite imagery and machine learning to predict poverty
pyimagesearch
Diving into PyImageSearch
Tensorflow-Programs-and-Tutorials
Implementations of CNNs, RNNs, GANs, etc
traffic-sign-detection-homework
nyu-cv-fall-2017 assignment 3
training_a_CNN_with_little_data
Design and train a CNN with few training examples using data augmentation and pseudo labeling with keras.
Transfer-Learning
Inception V3 for Transfer Learning on Cats and Dogs
ZS_YoungDataScientistChallenge2017
Annual Data Science Challenge meant for college students organised by ZS Associate