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mat kelcey (@matpalm)

matpalm

Stars
1,274
Global Rank 24,291 (Top 0.9 %)
Followers 579
Following 64
Registered over 16 years ago
Most used languages

Python
44.6 %

Ruby
33.8 %

Java
4.6 %

C
3.1 %

Erlang
3.1 %

C++
3.1 %

R
1.5 %

Jupyter Notebook
1.5 %

Shell
1.5 %

HTML
1.5 %

CMake 1.5 %

bnn

bee detection tensorflow conv net for a rasp pi on side of a hive

resemblance

trying shingling / resemblance / simhash / sketching to do some data deduping

common-crawl

playing around with the common crawl dataset

drivebot

tensorflow deep RL for driving a rover around

cartpoleplusplus

3d cartpole gym env using bullet physics trained from pixels with tensorflow LRPG, DDPG & NAF

malmomo

tensorflow deep RL hacking on minecraft with malmo

procedural_objects

blender based random procedural object generation for bullet grasping

rnn_lm

various simple RNNs trained on synthetic grammars

dither_net

a GAN experiment to generate dithers minimising pixel change between frames for an eink very slow movie player

ros-mpu6050-node

raspberry pi c++ ROS mpu6050 IMU node

wikipediaPhilosophy

do all first links on wikipedia _really_ lead to philosophy?

collocations

bigram / trigram analysis of wikipedia; mainly mutual info

tcn_grasping

pybullet grasping with time contrastive network embeddings

Jupyter Notebook

ros-hc-sr04-node

raspberry pi c++ ROS hc-sr04 sonar node

lsa

latent semantic analysis experiments

common-crawl-quick-hacks

common crawl quick hack examples

doing_bayesian_data_analysis

median

erlang experiment in distributed median finding

snli_nn

hacking on the stanford natural language inference (SNLI) corpus (in theano)

rss-feed-experiments

machine learning experiments around a bunch of rss articles

farmbot_api

python api for bulk farm bed sweeps, image capture and plant detection

movidius_minimal_example

minimal example of training tf conv net and deploying to movidius neural compute stick

snli_nn_tf

hacking on the stanford natural language inference (SNLI) corpus (tensorflow)

yahoo_lda_utils

some simple pre/post processing utils for yahoo lda

semisupervised_naive_bayes

semisupervised naive bayes

neural_prob_lang_model

hacky exploratory variants on NN language models

diy_twitter_client

a simple twitter client that learns what i like to read

trending

testing out some trending algorithms, mostly written in hadoop pig

tgraph

mine and analyse twitter friend graph

evolved_channel_selection

rather than use all 13 channels in a multi spectral image for classification can we train a model that is robust to all combos, at all resolutions, and use a genetic algorithm to choose which are the most valuable?

audioscrobbler-experiments

finding the shortest path from napalm death to celion dion through audioscrobbler associations

movidius_bug_reports

repro cases for bugs related to NCS api

cached_dilated_causal_convolutions

1D dilated causal convolutions with extreme caching for 5µs inference on an FPGA

gardenhose-microslurp

bootstrap scripts for getting a micro ec2 instance piping gardenhose to s3

ros-motorhat-node

raspberry pi c++ ROS wrapper for adafruit motorhat

ensemble_net

training ensembles with jax

sip

hadoop ruby/streaming statistically improbable phrases

bullet_grasping

hacking with the bullet grasping setup

named-entity-extraction

proof of concept using NLTK for named entity extraction

consistent_hash

afternoon hackery visualising the consistent hash method

mislabelled-training-data

quick experiment on an approach to correct mislabelled data

twitter

small scale twitter experiments

large_batch

quick hack with global batch size of 172,000

dets_test

testing scalability aspects of erlang dets tables

text-utils

simple c++ corpus munging apps

statistical_synonyms

statistical approache to deriving synonyms from a large corpus

evolved_cartpole

evolving a gym cartpole controller; directly against bytes of a tf lite microcontroller model

embedding-cache

local file cache over tf.hub resnet inception feature vectors

aliens_drum_kit

building sample embeddings so we can extract a drum kit from the audio of "aliens"

tf-icf-experiment

code for tf/icf experiment (term freq, inverse corpus freq) a system for calculating tf/icf on a stream of data

connected-components

test of iterative python embedded pig

burnit

the dvd packing problem

pseudocounts

comparing pseudocount methods

minimal_pybullet_on_dataflow_eg

Minimal example of running Pybullet under Google Cloud Dataflow

poi-dups

near duplicate detection (with ngram frequency weighting)

nnwaveshaper

neural net waveshaper POC

tcache

memcache over disk over curl cache for twitter api calls

rtw_tweet

animations of heatmaps of lat longs plucked from twitter gardenhose

matpalm.github.io

twitter_follow_recommendations

simple collaborative filter recommendations to decide who i should follow based on the friends of my friends followers

dead-simple-ga

a dead simple genetic algorithm for whietpages book club

tweet_utils

a gemified version of my common twitter utils

bipartite-dispersion

random-projection

simple random projection experiments

yolz

you only look o̶n̶c̶e̶ zero shot