carlb15
Software engineer with experience in machine learning, wireless / embedded systems.
QualcommNew York City, NY
Pinned Repositories
ARM_Worker
The ARM Worker PIC for handling communication between the ARM and the rover
Dinosaur_Island_Character_Lvl_Language_Model
Character Level RNN for generating dinosaur names.
Emojify
Given an input sentence the model adds the appropriate emoji.
FunnyWordsWithPebble
Pebble app which receives a word and definition from a text file from an Android app.
Humans_and_RL_in_Atari
In this project, we attempt to equip the agent with the recognition of basic components of an Atari game environment through curriculum learning—gleaned from human developmental psychology—and evaluate its performance. Our best agent was pre-trained on a carefully designed curriculum to learn to complete a new game 5x faster than regular agents. By analyzing our agent’s behavior, we can examine how it acquires knowledge and skills differently from humans.
PictureCollage
Implementing an Android app that takes pictures, shows results, allows dragging of imageviews and lets you combine multiple pictures into one and save onto persistent storage.
Predicting_AGI
Predicting Average Adjusted Gross Income (AGI) per County in the USA with Linear Regression (Spark MLIB) using US Census data and IRS Tax Info.
Python
Python Data Structures and Algorithms
covid-news-analyzer
Analyze news articles related to covid-19 based on different metrics.
TrumpTwitterDeviation
This project attempts to identify a pattern of President Trump's tweets where he deviates from current major events.
carlb15's Repositories
carlb15/Dinosaur_Island_Character_Lvl_Language_Model
Character Level RNN for generating dinosaur names.
carlb15/Emojify
Given an input sentence the model adds the appropriate emoji.
carlb15/Predicting_AGI
Predicting Average Adjusted Gross Income (AGI) per County in the USA with Linear Regression (Spark MLIB) using US Census data and IRS Tax Info.
carlb15/Python
Python Data Structures and Algorithms
carlb15/ARM_Worker
The ARM Worker PIC for handling communication between the ARM and the rover
carlb15/Humans_and_RL_in_Atari
In this project, we attempt to equip the agent with the recognition of basic components of an Atari game environment through curriculum learning—gleaned from human developmental psychology—and evaluate its performance. Our best agent was pre-trained on a carefully designed curriculum to learn to complete a new game 5x faster than regular agents. By analyzing our agent’s behavior, we can examine how it acquires knowledge and skills differently from humans.
carlb15/bloomberg_job_desc
Bloomberg Workflow Discovery and Analytics job description
carlb15/Building_a_Recurrent_Neural_Network_Step_by_Step
Designing a RNN
carlb15/cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
carlb15/d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions
carlb15/decision-tree-cart
Simple implementation of CART algorithm to train decision trees
carlb15/Decision-Tree-from-Scratch
The purpose of this repository is to code a decision tree classifier from scratch using just numpy and pandas.
carlb15/deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
carlb15/DS-GA-1003-SPRING-2020-PUBLIC
Machine Learning (DS-GA 1003)
carlb15/EPIJudge
EPI Judge - Preview Release
carlb15/fsdl-text-recognizer-project
Full Stack Deep Learning Bootcamp Project (Public)
carlb15/introml
Python tutorials for introduction to machine learning
carlb15/Jazz_Improvisation_with_LSTM
Generating a Jazz Music Sample with a LSTM
carlb15/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
carlb15/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
carlb15/numpy-100
100 numpy exercises (100% complete)
carlb15/pTSAFall2018
DS-GA 3001.001/.002 Probabilistic time series analysis Fall 2018
carlb15/pyprobml
Python code for "Machine learning: a probabilistic perspective"
carlb15/python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
carlb15/python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
carlb15/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
carlb15/pytorch-template
PyTorch deep learning projects made easy.
carlb15/spinningup
An educational resource to help anyone learn deep reinforcement learning.
carlb15/stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
carlb15/yolo
YOLO Implementation