Aryan Jain's starred repositories
nlp_course
YSDA course in Natural Language Processing
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
scikit-learn-tips
:robot::zap: 50 scikit-learn tips
Developer-Theme
FREE Bootstrap 5 Portfolio Theme for Developers -
Colorizing-with-GANs
Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400
Open-Lowcode
Solution for rapid development of specific enterprise software
server-date
Make the server's clock available in the browser.
Snake-Game-with-Deep-learning
Developing a neural network to play a snake game
text2facegan
Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions
MLfromScratch
Library for machine learning where all algorithms are implemented from scratch. Used only numpy.
TextToFace
stylegan convert text to face image
char_cnn_rnn_pytorch
Char-CNN-RNN for PyTorch.
FaceGAN-Generating-Random-Faces
Generate Random Faces which do not exists. I trained a Deep Convolution GAN (DCGAN) on 100k celebrities photos.
Linear-Regression
Implementation of Linear Regression from Scratch in Python(NumPy)
adityajn105.github.io
My website
Image-Captions-using-visual-attention
Implemenetation of 2016 paper "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention" on Flick30k dataset.
Sin-values-predictions
Using LSTM, I trained a model to predict upcoming sin values
FlappyLearn
An experiment where I have an AI play Flappy Bird. Not just a hard-coded AI, but I decided to play around and use a neural network so that I could learn something new. Uses the Tensorflow machine learning library.
text-to-face
By using multimodal text embeddings extracted using encoders, an enhanced semantic relationship between the text input and the generated image is achieved. The GAN which begins with a crude, low-resolution image, and then improves it over multiple iterations to come up with a final image.