sangramga Goto Github PK
Name: Sangram Gaikwad
Type: User
Name: Sangram Gaikwad
Type: User
Practice your pandas skills!
Python Extract Transform and Load Tables of Data
PYTHON DATA MINING
BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used variety of utility function of keras like callbacks for learning rate and checkpointing. Could have augmented the image data for even better modelling but was short of RAM on kaggle kernel. Other metrics like precision , recall and f1 score using confusion matrix were taken off special care. The other part included a brief introduction of transfer learning via InceptionV3 and was tuned entirely rather than partially after loading the inceptionv3 weights for the maximum achieved accuracy on kaggle till date. This achieved even a higher precision than before.
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
Repository for Programming Assignment 2 for R Programming on Coursera
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Comprehensive Python Cheatsheet
A listing of questions that could potentially be asked for a python job listing
The "Python Machine Learning" book code repository and info resource
A book to learn Python programming language through lot of examples and practice problems
Getting data from MySQL to R
Replika.ai Research Papers, Posters, Slides & Datasets
A compilation of research advice.
Dev version of Rfacebook package: Access to Facebook API via R
ROUGE summarization evaluation metric, enhanced with use of Word Embeddings
Assignment 1
Coursera R Programming Assigment 3
Learning Ruby programming
Learn Ruby with the Edgecase Ruby Koans
Build a Jekyll blog in minutes, without touching the command line.
scikit-learn: machine learning in Python
A scraper for Financial Indian News Articles. Academic Purposes only
Apache Spark
Some notebook examples related to Apache Spark, IPython / Jupyter, Zeppelin
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.