jweyrich / buildspec.yml

Last active August 22, 2025 14:02

Sample of buildspec.yml for AWS CodeBuild that builds a Docker image from code and push it to ECR to be deployed via CodePipeline

	version: 0.2
	env:
	variables:
	#
	# NOTE: You need to replace these values!
	#
	ACCOUNT_NUMBER: "REPLACE_ME"
	ECR_REGION: "REPLACE_ME"
	ECR_REPOSITORY_NAME: "REPLACE_ME"
	ECS_CONTAINER_NAME: "REPLACE_ME"

lyastro / readme.md

Last active January 7, 2024 15:28

install Tensorflow with GPU support on Centos 7

system: fully installed Centos 7

system update

$ sudo yum -y update
$ sudo yum -y install epel-release
$ sudo yum -y install gcc gcc-c++ python-pip python-devel atlas atlas-devel gcc-gfortran openssl-devel libffi-devel

aunyks / snakecoin-server-full-code.py

Last active May 19, 2025 01:22

The code in this gist isn't as succinct as I'd like it to be. Please bare with me and ask plenty of questions that you may have about it.

	from flask import Flask
	from flask import request
	import json
	import requests
	import hashlib as hasher
	import datetime as date
	node = Flask(__name__)

	# Define what a Snakecoin block is
	class Block:

aunyks / snakecoin.py

Last active November 5, 2025 07:13

	import hashlib as hasher
	import datetime as date

	# Define what a Snakecoin block is
	class Block:
	def __init__(self, index, timestamp, data, previous_hash):
	self.index = index
	self.timestamp = timestamp
	self.data = data
	self.previous_hash = previous_hash

oarriaga / spatial_transformer_network.py

Last active January 5, 2021 06:51

Implementation of Spatial Transformer Networks (https://arxiv.org/abs/1506.02025) in Keras 2.

	from keras.layers.core import Layer
	import keras.backend as K

	if K.backend() == 'tensorflow':
	import tensorflow as tf
	def K_arange(start, stop=None, step=1, dtype='int32'):
	result = tf.range(start, limit=stop, delta=step, name='arange')
	if dtype != 'int32':
	result = K.cast(result, dtype)
	return result

aparrish / understanding-word-vectors.ipynb

Last active November 22, 2025 13:09

Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/

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prakashjayy / Tranfer_Learning_Keras_02.py

Last active September 17, 2019 17:10

Transfer Learning using Keras

	from keras import applications
	from keras.preprocessing.image import ImageDataGenerator
	from keras import optimizers
	from keras.models import Sequential, Model
	from keras.layers import Dropout, Flatten, Dense, GlobalAveragePooling2D
	from keras import backend as k
	from keras.callbacks import ModelCheckpoint, LearningRateScheduler, TensorBoard, EarlyStopping

	img_width, img_height = 256, 256

glen-cheney / encoding-video.md

Last active December 1, 2025 21:37

Encoding video for the web

Encoding Video

Installing

Install FFmpeg with homebrew. You'll need to install it with a couple flags for webm and the AAC audio codec.

brew install ffmpeg --with-libvpx --with-libvorbis --with-fdk-aac --with-opus

miguelmalvarez / kaggle_digits_23-02-2015.py

Last active September 11, 2018 07:01

kaggle_digits.py

	import pandas as pd
	import numpy as np
	import logging
	import time
	import datetime
	from sklearn.ensemble import RandomForestClassifier
	from sklearn import cross_validation
	from sklearn.svm import SVC
	from sklearn.metrics import accuracy_score
	from sklearn.feature_selection import VarianceThreshold

kastnerkyle / gmmhmm.py

Last active July 4, 2025 10:50

GMM-HMM (Hidden markov model with Gaussian mixture emissions) implementation for speech recognition and other uses

	# (C) Kyle Kastner, June 2014
	# License: BSD 3 clause

	import scipy.stats as st
	import numpy as np

	class gmmhmm:
	#This class converted with modifications from https://code.google.com/p/hmm-speech-recognition/source/browse/Word.m
	def __init__(self, n_states):
	self.n_states = n_states

Ooose tap222

install Tensorflow with GPU support on Centos 7

system: fully installed Centos 7

Encoding Video

Installing