Anand P V's starred repositories
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
python-prompt-toolkit
Library for building powerful interactive command line applications in Python
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
awesome-ai-agents
A list of AI autonomous agents
AWS-SAA-C02-Course
Personal notes for SAA-C02 test from: https://learn.cantrill.io
python-patterns
Source code behind the python-patterns.guide site by Brandon Rhodes
aws-sa-associate-saac02
Course Files for AWS Certified Solutions Architect Certification Course (SAAC02) - Adrian Cantrill
BreezySLAM
Simple, efficient, open-source package for Simultaneous Localization and Mapping
pyspellchecker
Pure Python Spell Checking http://pyspellchecker.readthedocs.io/en/latest/
spark-standalone-cluster-on-docker
Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. :zap:
stock-indicators-python
Stock Indicators for Python. Maintained by @LeeDongGeon1996
Indian-Accent-Speech-Recognition
Traditional ASR (Signal & Cepstral Analysis, DTW, HMM) & DNNs (Custom Models + DeepSpeech) on Indian Accent Speech
pyconindia2020
My keynote at PyCon India 2020 https://in.pycon.org/2020/
SLAM-on-Raspberry-Pi
Robotic Localization with SLAM on Raspberry Pi integrated with RP LIDAR A1. Point Cloud remote visualization doing using MQTT in real-time.
ADAS-Car-using-Raspberry-Pi
ADAS Car - with Collision Avoidance System (CAS) - on Indian Roads using LIDAR-Camera Low-Level Sensor Fusion. DIY Gadget built with Raspberry Pi, RP LIDAR A1, Pi Cam V2, LED SHIM, NCS 2 and accessories like speaker, power bank etc
LSTM-Attention-based-Generative-Chat-bot
Personified Generative Chatbot using RNNs (LSTM) & Attention in TensorFlow
Algo-Trading-Math-Models
Math Techniques viz. ARIMA, Frequency Decomposition, Fourier Filtering, Linear Regression & Bi-directional LSTMs on Feature Engineered Stock Market Data.
Multilingual-Text-Inversion-Detection-of-Scanned-Images
Efficient Text Localization Algorithm, Image Inversion Detection of Scanned Documents & Language Identification based on Shape Context and Traditional Computer Vision.
demo-python-secret-func
Demo of my talk - Under and Dunder Python secret functions