diff --git a/2020/.gitignore b/2020/.gitignore
new file mode 100644
index 0000000..2c96eb1
--- /dev/null
+++ b/2020/.gitignore
@@ -0,0 +1,2 @@
+target/
+Cargo.lock
diff --git a/2020/Cargo.toml b/2020/Cargo.toml
new file mode 100644
index 0000000..31173e9
--- /dev/null
+++ b/2020/Cargo.toml
@@ -0,0 +1,8 @@
+[package]
+name = "aoc-2020"
+version = "0.1.0"
+authors = ["Bert Peters <bert@bertptrs.nl>"]
+edition = "2018"
+
+[dependencies]
+clap = "3.0.0-beta.2"
diff --git a/2020/README.md b/2020/README.md
new file mode 100644
index 0000000..933968c
--- /dev/null
+++ b/2020/README.md
@@ -0,0 +1,24 @@
+# Advent of Code 2020
+
+This folder contains a runner script for Advent of Code 2020. This year, I'm
+attempting to solve every problem once more in Rust.
+
+```
+aoc-2020
+Advent of Code 2020 runner
+
+USAGE:
+    aoc-2020 [FLAGS] [OPTIONS] <day>
+
+ARGS:
+    <day>    Which day to run
+
+FLAGS:
+    -h, --help       Prints help information
+    -2, --part2      Run part 2 instead of part 1
+    -t, --time       Print time taken
+    -V, --version    Prints version information
+
+OPTIONS:
+    -i, --input <input>    Read input from the given file instead of stdin
+```
diff --git a/2020/src/common.rs b/2020/src/common.rs
new file mode 100644
index 0000000..17eb0b8
--- /dev/null
+++ b/2020/src/common.rs
@@ -0,0 +1,77 @@
+use std::collections::HashMap;
+use std::fmt::Debug;
+use std::hash::Hash;
+use std::io::BufRead;
+use std::io::BufReader;
+use std::io::Read;
+use std::iter::FromIterator;
+use std::str::FromStr;
+
+/// Read input line by line and try to parse it into some collection.
+pub fn from_lines<I, T, E>(input: &mut dyn Read) -> T
+where
+    I: FromStr<Err = E>,
+    E: Debug,
+    T: FromIterator<I>,
+{
+    let reader = BufReader::new(input);
+
+    reader
+        .lines()
+        .map(|line| line.unwrap().parse::<I>().unwrap())
+        .collect()
+}
+
+/// Parse the entire input into a single variable
+pub fn read_single_input<T>(input: &mut dyn Read) -> T
+where
+    T: FromStr,
+    <T as FromStr>::Err: Debug,
+{
+    let mut buf = String::new();
+    input.read_to_string(&mut buf).unwrap();
+
+    buf.trim().parse().unwrap()
+}
+
+/// An interface to count elements in particular categories.
+pub trait GroupingCount {
+    /// The type of the categories under inspection
+    type Type;
+
+    /// Count the occurrence of all possible values.
+    ///
+    /// This method will return a map from a value to its occurrence rate.
+    fn grouping_count(&mut self) -> HashMap<Self::Type, usize>;
+}
+
+impl<T> GroupingCount for T
+where
+    T: Iterator,
+    T::Item: Eq + Hash,
+{
+    type Type = T::Item;
+
+    fn grouping_count(&mut self) -> HashMap<Self::Type, usize> {
+        let mut counts = HashMap::new();
+
+        for element in self {
+            *counts.entry(element).or_insert(0) += 1;
+        }
+
+        counts
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_grouping_count() {
+        let result = [1, 1, 2, 2, 3, 1].iter().grouping_count();
+        assert_eq!(3, result[&1]);
+        assert_eq!(2, result[&2]);
+        assert_eq!(1, result[&3]);
+    }
+}
diff --git a/2020/src/day01.rs b/2020/src/day01.rs
new file mode 100644
index 0000000..8c65a2b
--- /dev/null
+++ b/2020/src/day01.rs
@@ -0,0 +1,40 @@
+use std::io::Read;
+
+use crate::common::from_lines;
+use crate::Solution;
+
+#[derive(Default)]
+pub struct Day01;
+
+fn fuel_required(weight: u32) -> u32 {
+    (weight / 3).saturating_sub(2)
+}
+
+fn recursive_fuel(mut weight: u32) -> u32 {
+    let mut required = 0;
+
+    while weight > 0 {
+        weight = fuel_required(weight);
+        required += weight
+    }
+
+    required
+}
+
+impl Solution for Day01 {
+    fn part1(&mut self, input: &mut dyn Read) -> String {
+        let weights: Vec<u32> = from_lines(input);
+
+        let fuel_required: u32 = weights.into_iter().map(fuel_required).sum();
+
+        fuel_required.to_string()
+    }
+
+    fn part2(&mut self, input: &mut dyn Read) -> String {
+        let weights: Vec<u32> = from_lines(input);
+
+        let fuel_required: u32 = weights.into_iter().map(recursive_fuel).sum();
+
+        fuel_required.to_string()
+    }
+}
diff --git a/2020/src/lib.rs b/2020/src/lib.rs
new file mode 100644
index 0000000..bf5d827
--- /dev/null
+++ b/2020/src/lib.rs
@@ -0,0 +1,19 @@
+use std::io::Read;
+
+mod common;
+mod day01;
+
+pub trait Solution {
+    fn part1(&mut self, input: &mut dyn Read) -> String;
+
+    fn part2(&mut self, _input: &mut dyn Read) -> String {
+        unimplemented!("Still working on part 1");
+    }
+}
+
+pub fn get_implementation(day: usize) -> Box<dyn Solution> {
+    match day {
+        1 => Box::new(day01::Day01::default()),
+        _ => panic!("Unsupported day {}", day),
+    }
+}
diff --git a/2020/src/main.rs b/2020/src/main.rs
new file mode 100644
index 0000000..43f3e31
--- /dev/null
+++ b/2020/src/main.rs
@@ -0,0 +1,52 @@
+use std::fs::File;
+use std::io::Read;
+use std::num::NonZeroUsize;
+use std::path::PathBuf;
+use std::time::Instant;
+
+use clap::Clap;
+
+use aoc_2020::get_implementation;
+
+/// Advent of Code 2020 runner
+#[derive(Clap)]
+struct Opts {
+    /// Which day to run
+    day: NonZeroUsize,
+
+    /// Print time taken
+    #[clap(short, long)]
+    time: bool,
+
+    /// Run part 2 instead of part 1
+    #[clap(short = '2', long)]
+    part2: bool,
+
+    /// Read input from the given file instead of stdin
+    #[clap(short, long)]
+    input: Option<PathBuf>,
+}
+
+fn main() {
+    let opts: Opts = Opts::parse();
+
+    let mut implementation = get_implementation(opts.day.get());
+    let mut input: Box<dyn Read> = if let Some(input) = opts.input {
+        Box::new(File::open(&input).expect("Failed to open input"))
+    } else {
+        Box::new(std::io::stdin())
+    };
+
+    let begin = Instant::now();
+    let result = if opts.part2 {
+        implementation.part2(&mut input)
+    } else {
+        implementation.part1(&mut input)
+    };
+
+    if opts.time {
+        eprintln!("Execution time: {:?}", Instant::now().duration_since(begin));
+    }
+
+    println!("{}", result);
+}