Ayesha Ahmad's repositories
NLP-image-to-text
code to extract text from images
SVM-Softmax-Classifier-CIFAR10-dataset
Read and process CIFAR10 dataset, implement SVM and Softmax classifiers, train , and also tune up hyper parameters.
NLP-Probablistic-context-free-grammar
Develop PCFG for a small subset of English
moviePredictionSystem
Predicts the rating of movie using data from IMDB data set
NLP-sentiment-classification
Natural language processing- classification of sentiment on twitter data
blog-comparison-teen-middleaged
This is a natural language processing project where comparison is made between blogs of teens and blogs of adults in their 40's. A visible difference is seen between the use of the vocabularies of both age groups.
convolutional-neural-network
Tensorflow implementation of CNN
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
Pure-python-vs-numpy
15 steps are performed on Matrices using both Pure python and numpy and their speeds are compared
realistic-actions
Using videos to find realistic actions such as walking, running, etc.
ai_intern
Ai Labs DS intern evaluation
al-go-rithms
:musical_note: Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
cheatsheet
Things to not necessarily remember
DemoNeuralNet
Toy project to create a simple working neural net in R
Front-end-Developer-Interview-Questions
A list of helpful front-end related questions you can use to interview potential candidates, test yourself or completely ignore.
kaggle-titanic
Predict survival on the Titanic and get familiar with ML basics. Using steps in https://www.kaggle.com/mrisdal/exploring-survival-on-the-titanic and data from https://www.kaggle.com/c/titanic
learn-python
For programming
optimization-methods-two-layer-nn
Implement different optimization methods using Numpy
papers-summaries
Summaries of various papers
problem-specifications
Shared metadata for exercism exercises.
Regular-Expressions-SpamLord
NLP Homework to practice regular expression on the Spamlord data set provided by the Stanford NLP class.
statistics-learning
While I try to learn statistics
training-neural-network
Read and process CIFAR10 dataset, implement neural network, train th, and also tune up hyper parameters.
tweet-location-prediction
Attemp to extract/predict location of tweets without the geotags