danielsuo

"""Base interfaces and datatypes.

NOTES
- Agents are not, generally speaking, interchangeable and neither are
  environments.
- Agents and environments likely need to know how to interpret each others'
  inputs and outputs.
- Any notion of an API is a loose one (as evidenced by the number of `*args` and
  `**kwargs` in `Protocol` signatures); this API serves a more minor ergonomic
  role and provides some consistency.

danielsuo

#!/usr/bin/env bash

if [ "$#" -ne 2 ]; then
  echo "Usage: photo_dump.sh [SRC] [DST]"
fi

find $(realpath $1) -type f | grep -iE "(CR3|ARW|DNG|RAF|HEIC|JPG|JPEG|MOV|MP4)$" | while read SRC
do
  DATE=`exiftool "$SRC" | grep "Create Date" | head -n 1 | tr -s " " | cut -d " " -f 4`
  YEAR=`echo $DATE | cut -d ":" -f 1`

danielsuo

sudo apt-get update
sudo apt-get install \
    apt-transport-https \
    ca-certificates \
    curl \
    gnupg \
    lsb-release
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg
echo \
  "deb [arch=amd64 signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu \

danielsuo

-- LR imports
local LrApplication = import("LrApplication")
local LrApplicationView = import("LrApplicationView")
local LrBinding = import("LrBinding")
local LrDevelopController = import("LrDevelopController")
local LrDialogs = import("LrDialogs")
local LrExportSession = import("LrExportSession")
local LrFileUtils = import("LrFileUtils")
local LrFunctionContext = import("LrFunctionContext")
local LrLogger = import("LrLogger")

danielsuo

#!/usr/bin/env bash

# Assume:
# - mjkey.txt is in directory $MJKEYDIR
# - We have homebrew, xcode command-line toolsd

# Install MuJoCo
mkdir -p $HOME/.mujoco
wget https://www.roboti.us/download/mujoco200_macos.zip
unzip mujoco200_macos.zip -d $HOME/.mujoco

danielsuo

#!/usr/bin/env bash

# Assume:
# - mjkey.txt is in directory $MJKEYDIR

# Install MuJoCo
mkdir -p $HOME/.mujoco
wget https://www.roboti.us/download/mujoco200_linux.zip
unzip mujoco200_linux.zip -d $HOME/.mujoco
mv $HOME/.mujoco/mujoco200_linux $HOME/.mujoco/mujoco200

danielsuo

#!/usr/bin/env bash

# Install jaxlib
sudo apt install g++ python3 python3-pip python python3-dev
pip install numpy scipy six wheel

BAZEL_VERSION=3.7.1
BAZEL_EXECUTABLE=bazel-$BAZEL_VERSION-linux-arm64
wget https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/$BAZEL_EXECUTABLE
chmod +x $BAZEL_EXECUTABLE

danielsuo

import bs4
import requests
import pandas as pd

def scrape(state):
    soup = bs4.BeautifulSoup(requests.get(f"https://www.foxnews.com/elections/2020/general-results/state/{state}").content.decode("utf-8"))
    section = soup.find_all("section", class_="is-president")[0]
    section = section.find_all("div", class_="race-table")[0]
    tables = section.find_all("table")
    

danielsuo

"""
Predicts final votes by taking current votes, % counted, and current margin.

Two pro-Trump biases:

1. Does not factor in mail-in bias
2. We strip off the ">" in ">98%". Many more of the small counties (which are R) have reported
"""
import bs4
import requests

danielsuo

diff --git a/wilhelm/control/eastman.py b/wilhelm/control/eastman.py
index a3d1ade..1defdbb 100644
--- a/wilhelm/control/eastman.py
+++ b/wilhelm/control/eastman.py
@@ -27,13 +27,23 @@ grad_loss = jax.grad(counterfact_loss, (0, 1))
 
 
 def rolls_by_eastman(env_true, env_sim, U_old, k, K, X_old, D, F, alpha, w_is):
-    H, M, lr, C = 3, 3, 0.001, 1.
+    H, M, lr, C = 3, 3, 0.1, 1.