shikharyashmaurya / ai-cookbook

my genai projects -

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ai-cookbook made by me

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Python-

list data structure build from scratch https://www.kaggle.com/code/mauryashikhar87/list-from-scratch

string data structure features https://www.kaggle.com/code/mauryashikhar87/string-manipulation

object oriented programming - https://colab.research.google.com/drive/1rTpGjDHRs1J1W3BwKQc7SEn1uSUh9we9?usp=sharing

numpy features https://www.kaggle.com/code/mauryashikhar87/numpy

Pytorch-

tensors https://colab.research.google.com/drive/17luXC4P7_r30euiydkpoVFHQz4ElcNuk?usp=sharing

Autograd https://colab.research.google.com/drive/14R5sZDWf3zXnvzIpfCfqMAya3iXuUxs9?usp=sharing

Simple feed forward network https://colab.research.google.com/drive/1hHElvdG_7-ngU6f3Oe42vDpsu6Zg3ASx?usp=sharing

Recurrent neural network https://colab.research.google.com/drive/1mswlrgIH9x1Cz3SHcwMfy_XbjZKzQLQq?usp=sharing

Notebooks -- inspiration (Andrej Karapathy)

Micrograd - visualise neural network https://colab.research.google.com/drive/1_sfpZg9AoWDIzSQLP7yLvG2VSA2yr5IA?usp=sharing

Makemore - Generate new names

Bigram- https://colab.research.google.com/drive/15c4XHtKWWeUbkvflRb-QxKKK5CKQZ3Tp?usp=sharing

Single Layer Neural Network - https://colab.research.google.com/drive/1UOyhVTzS0hswH1qnbq6vcmNpJw2mlPKf?usp=sharing

Multi Layer Neural Network - https://colab.research.google.com/drive/1tUuDfbEkZbTN_qWQhI4w-KBDt90I0_k6?usp=sharing

BatchNormalisation / Activation /gradient- https://colab.research.google.com/drive/1xBaKGX8NvTcyraKpv_WPehkK7l2tIdg5?usp=sharing

Makemore-Loss.backward() - from scratch https://colab.research.google.com/drive/1e2KMqM_XtaCxP36jElmv2P4IaoFDI_Bn?usp=sharing

Makemore-Wavenet Architecture https://colab.research.google.com/drive/1rB5LkPNzEGW8VsnTEoX1hQJvenQerLDX?usp=sharing

Deployed Working Projects-

chatbot https://huggingface.co/spaces/shikharyashmaurya/chatbot

image-summary https://huggingface.co/spaces/shikharyashmaurya/image-summary

audio summary https://huggingface.co/spaces/shikharyashmaurya/Audio-Application

youtube video summary https://huggingface.co/spaces/shikharyashmaurya/youtube-video-summariser

Prompt-generation-from-image https://huggingface.co/spaces/shikharyashmaurya/Prompt-generation-from-image

emotion detection from text https://huggingface.co/spaces/shikharyashmaurya/emotion-detector

online mental health diagnosis https://huggingface.co/spaces/shikharyashmaurya/Mental-health

whatsapp-chat-analysis https://huggingface.co/spaces/shikharyashmaurya/whatsapp-chat-analysis

movie-recommender-system https://huggingface.co/spaces/shikharyashmaurya/movie-recommender-system

physics simulation of entropy https://huggingface.co/spaces/shikharyashmaurya/entropy

simple unit converter app https://huggingface.co/spaces/shikharyashmaurya/unit-converter

dog vs cat classification https://huggingface.co/spaces/shikharyashmaurya/dog-vs-cat-classifier

dog vs bat breed classification https://huggingface.co/spaces/shikharyashmaurya/cat_dog-breed

collage-placement-predictor https://huggingface.co/spaces/shikharyashmaurya/collage-placement-predictor

brain-skin-cancer-detection https://huggingface.co/spaces/shikharyashmaurya/brain-skin-cancer-detection/blob/main/app.py

Fact-checker https://huggingface.co/spaces/shikharyashmaurya/fact-checker

Verified-Interseting-fact-geneartor https://huggingface.co/spaces/shikharyashmaurya/Verified-Interseting-fact-geneartor